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Meta to lay off 3,600 employees in performance-based cuts
Meta to lay off 3,600 employees in performance-based cuts Meta plans to dismiss approximately 3,600 employees identified as low performers and replace them with new hires, according to an internal memo reported by Bloomberg on Tuesday. Go to techxplore
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US Tightens AI Chip Exports Restrictions Ahead of Trump’s Inauguration
US Tightens AI Chip Exports Restrictions Ahead of Trump’s Inauguration The U.S. is tightening AI chip exports, restricting GPUs to select countries while exempting allies to curb adversaries and retain dominance. Vismaya V Go to decrypt.co
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BlackRock’s Bitcoin ETF Lands on Canadian Markets With Dual-Currency Trading
BlackRock’s Bitcoin ETF Lands on Canadian Markets With Dual-Currency Trading The iShares Bitcoin ETF now trades as IBIT (CAD) and IBIT.U (USD), offering Bitcoin exposure without the complexities of direct ownership. Vince Dioquino Go to decrypt.co
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Apple Security Researcher Says Latest Crypto MacOS Malware Is Overblown
Apple Security Researcher Says Latest Crypto MacOS Malware Is Overblown Recent research shows malware authors mimicked Apple’s encryption, but media coverage may overstate the threat, according to one expert. Vince Dioquino Go to decrypt.co
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Italy’s Largest Banking Group Intesa Sanpaolo Buys $1 Million in Bitcoin
Italy’s Largest Banking Group Intesa Sanpaolo Buys $1 Million in Bitcoin While the purchase was confirmed, the banking group declined to elaborate on its motivations or potential future strategies involving Bitcoin Sebastian Sinclair Go to decrypt.co
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Sony Debuts Soneium Mainnet, Advancing Ethereum Layer 2 for Entertainment
Sony Debuts Soneium Mainnet, Advancing Ethereum Layer 2 for Entertainment Sony says it plans to explore ways for protecting creator rights and mechanisms for equitable value distribution between creators and fans. Vince Dioquino Go to decrypt.co
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Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing
Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing arXiv:2501.06366v1 Announce Type: new Abstract: When applied in healthcare, reinforcement learning (RL) seeks to dynamically match the right interventions to subjects to maximize population benefit. However, the learned policy may disproportionately allocate efficacious actions to one subpopulation, creating or exacerbating disparities in other socioeconomically-disadvantaged subgroups. These biases…
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Computational and Statistical Asymptotic Analysis of the JKO Scheme for Iterative Algorithms to update distributions
Computational and Statistical Asymptotic Analysis of the JKO Scheme for Iterative Algorithms to update distributions arXiv:2501.06408v1 Announce Type: new Abstract: The seminal paper of Jordan, Kinderlehrer, and Otto introduced what is now widely known as the JKO scheme, an iterative algorithmic framework for computing distributions. This scheme can be interpreted as a Wasserstein gradient flow…
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Dynamic Causal Structure Discovery and Causal Effect Estimation
Dynamic Causal Structure Discovery and Causal Effect Estimation arXiv:2501.06534v1 Announce Type: new Abstract: To represent the causal relationships between variables, a directed acyclic graph (DAG) is widely utilized in many areas, such as social sciences, epidemics, and genetics. Many causal structure learning approaches are developed to learn the hidden causal structure utilizing deep-learning approaches. However,…
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Variable Selection Methods for Multivariate, Functional, and Complex Biomedical Data in the AI Age
Variable Selection Methods for Multivariate, Functional, and Complex Biomedical Data in the AI Age arXiv:2501.06868v1 Announce Type: new Abstract: Many problems within personalized medicine and digital health rely on the analysis of continuous-time functional biomarkers and other complex data structures emerging from high-resolution patient monitoring. In this context, this work proposes new optimization-based variable selection…
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Automatic Double Reinforcement Learning in Semiparametric Markov Decision Processes with Applications to Long-Term Causal Inference
Automatic Double Reinforcement Learning in Semiparametric Markov Decision Processes with Applications to Long-Term Causal Inference arXiv:2501.06926v1 Announce Type: new Abstract: Double reinforcement learning (DRL) enables statistically efficient inference on the value of a policy in a nonparametric Markov Decision Process (MDP) given trajectories generated by another policy. However, this approach necessarily requires stringent overlap between…
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Machine Learning: From 0 to Something
Machine Learning: From 0 to Something How I learned ML foundations to tackle a complex problem Continue reading on Towards Data Science » Ricardo Ribas Go to original source
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Four Ways to Improve Statistical Power in A/B Testing (Without Increasing Test Duration, Duh)
Four Ways to Improve Statistical Power in A/B Testing (Without Increasing Test Duration, Duh) In A/B testing, you often have to balance statistical power and how long the test takes. Learn how Allocation, Effect Size, CUPED & Binarization can help you. Image by author In A/B testing, you often have to balance statistical power and how long…
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The AI (R)Evolution, Looking From 2024 Into the Immediate Future
The AI (R)Evolution, Looking From 2024 Into the Immediate Future Witnessing rapid innovation, fierce competition, and transformative tools for life, work, and human development Continue reading on Towards Data Science » LucianoSphere (Luciano Abriata, PhD) Go to original source
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Contextual Topic Modelling in Chinese Corpora with KeyNMF
Contextual Topic Modelling in Chinese Corpora with KeyNMF A comprehensive guide on getting the most out of your Chinese topic models, from preprocessing to interpretation. With our recent paper on discourse dynamics in European Chinese diaspora media, our team has tapped into an almost unanimous frustration with the quality of topic modelling approaches when applied…
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llama.cpp: Writing A Simple C++ Inference Program for GGUF LLM Models
llama.cpp: Writing A Simple C++ Inference Program for GGUF LLM Models Exploring llama.cpp internals and a basic chat program flow Photo by Mathew Schwartz on Unsplash llama.cpp has revolutionized the space of LLM inference by the means of wide adoption and simplicity. It has enabled enterprises and individual developers to deploy LLMs on devices ranging from SBCs…
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Looking Ahead to the Future of Analytics
Looking Ahead to the Future of Analytics The months and years ahead promise to be an interesting time in the data analytics space.AI and machine learning are already making their mark, elevating analytics?and its front-end sibling, business intelligence. End users are seeing their capabilities expand in new directions, with an ability to ask questions they…
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AppOmni Delivers SaaS Security Checks for CISA Regulations to Secure Cloud Applications
AppOmni Delivers SaaS Security Checks for CISA Regulations to Secure Cloud Applications AppOmni, a leader in SaaS security, announced new policy compliance checks to help U.S. Federal Government agencies comply with the mandate from Cybersecurity and Infrastructure Security Agency’s (CISA’s) Binding Operational Directive, or BOD 25-01, to secure cloud applications. Go to dbta
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Articul8 Debuts New GenAI Solution Enabling Enterprises to Rapidly Explore Insights from Complex Data
Articul8 Debuts New GenAI Solution Enabling Enterprises to Rapidly Explore Insights from Complex Data Articul8 AI (Articul8), a generative AI (GenAI) enterprise software company, is releasing A8 Essential, an innovative self-service GenAI product that empowers organizations to unlock the full potential of their data. According to the company, A8 Essential fills the unmet need in…
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New technique enables rapid evaluation of fuel cell catalyst durability, identification of degradation mechanisms
New technique enables rapid evaluation of fuel cell catalyst durability, identification of degradation mechanisms Researchers at the College of Engineering at Seoul National University have developed an innovative technology for rapid durability assessment and identification of degradation mechanisms of hydrogen fuel cell catalysts. Go to techxplore
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Study investigates how digital platforms are transforming the agricultural sector
Study investigates how digital platforms are transforming the agricultural sector Digitalization is ushering in far-reaching change in all areas of our lives, not least in the agricultural sector. Researchers from the University of Bonn have now published a study in Big Data & Society on how international agricultural corporations and Big Tech firms are using…
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New training technique opens the door to neural networks that require much less energy
New training technique opens the door to neural networks that require much less energy AI applications like ChatGPT are based on artificial neural networks that, in many respects, imitate the nerve cells in our brains. They are trained with vast quantities of data on high-performance computers, gobbling up massive amounts of energy in the process.…
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Biophotovoltaics: A step forward in sustainable energy technology
Biophotovoltaics: A step forward in sustainable energy technology In a study published in Environmental Science and Ecotechnology, researchers have advanced our understanding of biophotovoltaic (BPV) systems—innovative devices that merge photosynthetic microbes with electrochemical systems to convert sunlight into electricity. Using the cyanobacterium Synechocystis sp. PCC 6803, the study provides critical insights into the molecular mechanisms…
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3D printing shines in overcoming headlight lens manufacturing challenges
3D printing shines in overcoming headlight lens manufacturing challenges A recent study has demonstrated the benefits of using 3D printing to make headlight lenses. The results highlight the ability of additive manufacturing to overcome the limitations of traditional manufacturing methods for greater flexibility and better performance in manufacturing a variety of product types. Go to…
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Trend Micro, Intel collaborate on threat detection
Trend Micro, Intel collaborate on threat detection Trend Micro and Intel have jointly developed a new solution for improving ransomware and fileless malware detection that promises an up to 24% increase in ransomware detection efficiency compared to software-based scans. The new solution leverages Intel Threat Detection Technology (TDT), which offloads memory scanning workloads from the…
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Employees clicked phishing links more often in 2024
Employees clicked phishing links more often in 2024 Enterprise employees clicked on phishing links nearly three times more often in 2024 compared to the prior year, according to Netskope Threat Labs’ latest annual Cloud and Threat Report. The report found that more than eight out of every 1000 enterprise users clicked on a phishing link…
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Treasury Pick Scott Bessent to Divest BlackRock Bitcoin ETF Before Trump’s Inauguration
Treasury Pick Scott Bessent to Divest BlackRock Bitcoin ETF Before Trump’s Inauguration Scott Bessent will also resign from Key Square Group, the hedge fund he founded, to avoid conflicts of interest if the Senate confirms him. Vismaya V Go to decrypt.co
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Singapore Blocks Access to Polymarket Over Gambling Law
Singapore Blocks Access to Polymarket Over Gambling Law Polymarket faces mounting pressure as global regulators probe it for handling multimillion-dollar political wagers. Vince Dioquino Go to decrypt.co
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This Week in Crypto Games: Sonic SVM TikTok Airdrop on Solana, MLG Meme Coin Soars
This Week in Crypto Games: Sonic SVM TikTok Airdrop on Solana, MLG Meme Coin Soars Catch up on this week’s biggest crypto and NFT gaming news and find some weekend reads in our latest roundup. Ryan Gladwin Go to decrypt.co
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Beyond MicroStrategy: 7 More Publicly Traded Companies That Are Stockpiling Bitcoin
Beyond MicroStrategy: 7 More Publicly Traded Companies That Are Stockpiling Bitcoin A growing number of public companies are stacking up Bitcoin as the asset becomes more valuable, emulating MicroStrategy’s model. Liz Napolitano Go to decrypt.co
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Covariate Dependent Mixture of Bayesian Networks
Covariate Dependent Mixture of Bayesian Networks arXiv:2501.05745v1 Announce Type: new Abstract: Learning the structure of Bayesian networks from data provides insights into underlying processes and the causal relationships that generate the data, but its usefulness depends on the homogeneity of the data population, a condition often violated in real-world applications. In such cases, using a…
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Analog Bayesian neural networks are insensitive to the shape of the weight distribution
Analog Bayesian neural networks are insensitive to the shape of the weight distribution arXiv:2501.05564v1 Announce Type: cross Abstract: Recent work has demonstrated that Bayesian neural networks (BNN’s) trained with mean field variational inference (MFVI) can be implemented in analog hardware, promising orders of magnitude energy savings compared to the standard digital implementations. However, while Gaussians…
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rmlnomogram: An R package to construct an explainable nomogram for any machine learning algorithms
rmlnomogram: An R package to construct an explainable nomogram for any machine learning algorithms arXiv:2501.05772v1 Announce Type: cross Abstract: Background: Current nomogram can only be created for regression algorithm. Providing nomogram for any machine learning (ML) algorithms may accelerate model deployment in clinical settings or improve model availability. We developed an R package and web…
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Random Sparse Lifts: Construction, Analysis and Convergence of finite sparse networks
Random Sparse Lifts: Construction, Analysis and Convergence of finite sparse networks arXiv:2501.05930v1 Announce Type: cross Abstract: We present a framework to define a large class of neural networks for which, by construction, training by gradient flow provably reaches arbitrarily low loss when the number of parameters grows. Distinct from the fixed-space global optimality of non-convex…
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Weekly Entering & Transitioning – Thread 13 Jan, 2025 – 20 Jan, 2025
Weekly Entering & Transitioning – Thread 13 Jan, 2025 – 20 Jan, 2025 Welcome to this week’s entering & transitioning thread! This thread is for any questions about getting started, studying, or transitioning into the data science field. Topics include: Learning resources (e.g. books, tutorials, videos) Traditional education (e.g. schools, degrees, electives) Alternative education (e.g.…
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Where do you go to stay up to date on data analytics/science?
Where do you go to stay up to date on data analytics/science? Are there any people or organizations you follow on Youtube, Twitter, Medium, LinkedIn, or some other website/blog/podcast that you always tend to keep going back to? My previous career absolutely lacked all the professional “content creators” that data analytics have, so I was…
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How we matured Fisher, our A/B testing library
How we matured Fisher, our A/B testing library submitted by /u/chomoloc0 [link] [comments] /u/chomoloc0 Go to original source
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200 applications – no response, please help. I have applied for data science (associate or mid-level) positions. Thank you
200 applications – no response, please help. I have applied for data science (associate or mid-level) positions. Thank you submitted by /u/Sad_Campaign713 [link] [comments] /u/Sad_Campaign713 Go to original source
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Using Constraint Programming to Solve Math Theorems
Using Constraint Programming to Solve Math Theorems Case study: the quasigroups existence problem TLDR Some mathematical theorems can be solved by combinatorial exploration. In this article, we focus on the problem of the existence of some quasigroups. We will demonstrate the existence or non existence of some quasigroups using NuCS. NuCs is a fast constraint…
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What is MicroPython? Do I Need to Know it as a Data Scientist?
What is MicroPython? Do I Need to Know it as a Data Scientist? In this year’s edition of the Stack Overflow survey, MicroPython is with 1.6% in the Most Popular Technologies — but why? Continue reading on Towards Data Science » Sarah Lea Go to original source
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Your Classifier Is Broken, But It Is Still Useful
Your Classifier Is Broken, But It Is Still Useful When you run a binary classifier over a population you get an estimate of the proportion of true positives in that population. This is known as the prevalence. Photo by Rod Long on Unsplash But that estimate is biased, because no classifier is perfect. For example, if…
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What Would a Stoic Do? — An AI-Based Decision-Making Model
What Would a Stoic Do? — An AI-Based Decision-Making Model Using AI to build Marcus Aurelius’ reincarnation Continue reading on Towards Data Science » Pol Marin Go to original source
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LightGBM: The Fastest Option of Gradient Boosting
LightGBM: The Fastest Option of Gradient Boosting Learn how to implement a fast and effective Gradient Boosting model using Python Continue reading on Towards Data Science » Gustavo R Santos Go to original source
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How virtual reality technologies are shaping an inclusive future for architecture
How virtual reality technologies are shaping an inclusive future for architecture Imagine stepping into your dream home before it is even built. Virtual reality (VR) technologies are revolutionizing architecture by allowing clients to walk through their future spaces, change details and experience the space before construction. VR bridges the gap between imagination and reality. Go…
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Tech sector’s energy transition draws attention at Vegas show
Tech sector’s energy transition draws attention at Vegas show With its focus on innovative products and cutting-edge technology, the annual Consumer Electronics Show (CES) has not historically paid much attention to energy companies. Go to techxplore
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Apple wants to keep diversity programs disavowed by other US firms
Apple wants to keep diversity programs disavowed by other US firms Apple’s board of directors has recommended shareholders vote against a proposal to end the company’s diversity, equity and inclusion (DEI) programs, going against the grain of decisions by other large US corporates. Go to techxplore
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Do Kwon’s Terra Trial Set for 2026—Here’s What You Need to Know
Do Kwon’s Terra Trial Set for 2026—Here’s What You Need to Know Terra founder Do Kwon’s criminal trial has been set. Here’s what you need to know about the $40 billion collapse of TerraUSD and LUNA. Vismaya V Go to decrypt.co
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Elon Musk and DOGE: What You Need to Know About the Department of Government Efficiency
Elon Musk and DOGE: What You Need to Know About the Department of Government Efficiency UPDATE: Elon Musk backtracked on earlier claims, admitting that the Department of Government Efficiency (DOGE) is unlikely to find $2 trillion in cuts to make. Liz Napolitano Go to decrypt.co
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Here Are Today’s ‘Zoo’ Telegram Game Daily Riddle and Rebus Solutions
Here Are Today’s ‘Zoo’ Telegram Game Daily Riddle and Rebus Solutions Stack up free animal feed to boost your Zoo game airdrop. Here are the daily riddle and rebus answers for Saturday, January 11. Andrew Hayward Go to decrypt.co
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The 5 Biggest Upgrades Expected for the Nintendo Switch 2
The 5 Biggest Upgrades Expected for the Nintendo Switch 2 Eight years after the Nintendo Switch’s debut, its successor appears to be just around the corner. Here are five big reported updates. Eric Frederiksen Go to decrypt.co
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This Week in Bitcoin: BTC Plunges as US Gets Go-Ahead to Sell Silk Road Billions
This Week in Bitcoin: BTC Plunges as US Gets Go-Ahead to Sell Silk Road Billions Bitcoin topped $100K for the first time in 2025, then plummeted amid mixed economic reports, volatile ETF flows, and a potential Silk Road sale. Mathew Di Salvo Go to decrypt.co
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Machine Learning + openAI: solving a text classification problem
Machine Learning + openAI: solving a text classification problem How I migrated an old solution to a more elegant, robust and scalable solution using text classification from openAI Continue reading on Towards Data Science » Ricardo Ribas Go to original source
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Exploring New Hyperparameter Dimensions with Laplace Approximated Bayesian Optimization
Exploring New Hyperparameter Dimensions with Laplace Approximated Bayesian Optimization Is it better than grid search? Image by author from canva When I notice my model is overfitting, I often think, “It is time to regularize”. But how do I decide which regularization method to use (L1, L2) and what parameters to choose? Typically, I perform hyperparameter optimization…
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Building Visual Agents that can Navigate the Web Autonomously
Building Visual Agents that can Navigate the Web Autonomously A step-by-step guide to creating visual agents that can navigate the web autonomously Continue reading on Towards Data Science » Luís Roque Go to original source
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A Visual Understanding of Neural Networks
A Visual Understanding of Neural Networks The math behind neural networks visually explained Continue reading on Towards Data Science » Reza Bagheri Go to original source
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Translating fiction: How AI could assist humans in expanding access to global literature and culture
Translating fiction: How AI could assist humans in expanding access to global literature and culture News that Dutch publishing house Veen Bosch & Keuning (VBK) has confirmed plans to experiment using AI to translate fiction has stirred up a thought-provoking debate. Some believe it marks the beginning of the end for human translators, while others…
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Five ways to make aviation more sustainable right now
Five ways to make aviation more sustainable right now Many of us feel guilt when we fly because it is a very obvious source of carbon emissions. Aviation causes around 2.5% of global greenhouse gas emissions. But we do not perhaps feel the same guilt when we walk into a new building, even though global…
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Sustainable cement: An electrochemical process to help neutralize cement industry CO₂ emissions
Sustainable cement: An electrochemical process to help neutralize cement industry CO₂ emissions Cement production is the second-largest industrial contributor to global greenhouse gas emissions, but its carbon footprint could be dramatically reduced with a new low-cost, scalable approach demonstrated at the University of Michigan. Go to techxplore
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Supreme Court looks poised to uphold TikTok ban
Supreme Court looks poised to uphold TikTok ban The US Supreme Court appeared likely on Friday to uphold a law that would force TikTok’s Chinese owner ByteDance to sell the wildly popular online video-sharing platform or shut it down. Go to techxplore
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Meta abandons racial diversity programs in further right-wing shift
Meta abandons racial diversity programs in further right-wing shift Social media giant Meta announced Friday it is dismantling its diversity, equity and inclusion (DEI) programs across the company, marking another major shift in strategy as it aligns with politically conservative priorities. Go to techxplore
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North Dakota Considers Crypto Reserve as State Bitcoin Treasuries Gain Momentum
North Dakota Considers Crypto Reserve as State Bitcoin Treasuries Gain Momentum Legislators in North Dakota will weigh whether to diversify its assets with crypto and precious metals, following other state Bitcoin proposals. Jason Nelson Go to decrypt.co
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This Publicly Traded Distiller Is Launching a Bitcoin Treasury Reserve
This Publicly Traded Distiller Is Launching a Bitcoin Treasury Reserve The Nasdaq-listed Heritage Distilling said it is planning to hold Bitcoin in its treasury, following the example of MicroStrategy and others. Mathew Di Salvo Go to decrypt.co
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Zuckerberg Knowingly Used Pirated Data to Train Meta AI, Authors Allege
Zuckerberg Knowingly Used Pirated Data to Train Meta AI, Authors Allege A recent court filing in an ongoing lawsuit against Meta alleges Mark Zuckerberg and other executives approved the controversial dataset despite internal warnings. Jose Antonio Lanz Go to decrypt.co
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How to Prepare for Abstract: The Consumer-Focused Ethereum Blockchain
How to Prepare for Abstract: The Consumer-Focused Ethereum Blockchain Consumer-focused Ethereum layer-2 network Abstract is launching its mainnet soon. Here’s how to get started on day one. Logan Hitchcock Go to decrypt.co
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‘Live Free or Die’: New Hampshire the Latest State to Consider Bitcoin Reserve Bill
‘Live Free or Die’: New Hampshire the Latest State to Consider Bitcoin Reserve Bill New Hampshire Rep. Keith Ammon proposed a bill to enable a Bitcoin treasury reserve, which he framed as a matter of state sovereignty. André Beganski Go to decrypt.co
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3 Powerful Examples of the Python Re Library
3 Powerful Examples of the Python Re Library Explore the power of regex and save time in data analysis Continue reading on Towards Data Science » Suraj Gurav Go to original source
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Solving A Rubik’s Cube with Supervised Learning — Intuitively and Exhaustively Explained
Solving A Rubik’s Cube with Supervised Learning — Intuitively and Exhaustively Explained A Popular Toy in a Brave New World Continue reading on Towards Data Science » Daniel Warfield Go to original source
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Model Calibration, Explained: A Visual Guide with Code Examples for Beginners
Model Calibration, Explained: A Visual Guide with Code Examples for Beginners MODEL EVALUATION & OPTIMIZATION When all models have similar accuracy, now what? You’ve trained several classification models, and they all seem to be performing well with high accuracy scores. Congratulations! But hold on — is one model truly better than the others? Accuracy alone doesn’t tell the…
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Sustainable Business Strategy with Data Analytics
Sustainable Business Strategy with Data Analytics Use data analytics to help companies design and implement strategic sustainability roadmaps to reduce their environmental footprint. Sustainable Business Strategy with Analytics — (Image by Samir Saci) Consensus means that everyone agrees to say collectively what no one believes individually. This quote captures a critical issue many companies face during their strategic…
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Linearizing Llama
Linearizing Llama Speeding up Llama: A hybrid approach to attention mechanisms Source: Image by Author (Generated using Gemini 1.5 Flash) In this article, we will see how to replace softmax self-attention in Llama-3.2-1B with hybrid attention combining softmax sliding window and linear attention. This implementation will help us better understand the growing interest in linear attention…
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A short guide to primary SAP S/4HANA modules and LOBs
A short guide to primary SAP S/4HANA modules and LOBs Go to techtarget
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A buyer’s guide to S/4HANA Cloud Private Edition
A buyer’s guide to S/4HANA Cloud Private Edition Go to techtarget
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SAP S/4HANA Cloud Public Edition ready for retailers
SAP S/4HANA Cloud Public Edition ready for retailers Go to techtarget
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Will generative AI replace data analysts?
Will generative AI replace data analysts? Go to techtarget
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Hammerspace and Cloudian Collaborate to Revolutionize Unstructured Data Management at Scale
Hammerspace and Cloudian Collaborate to Revolutionize Unstructured Data Management at Scale Hammerspace, the company orchestrating the next data cycle, is announcing a partnership with Cloudian, the leader in S3-compatible object storage, to deliver a unified management solution for unstructured data at scale. Go to dbta
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How Meta’s fact-checking program works
How Meta’s fact-checking program works Internet giant Meta’s fact-checking program aims to counter false information on its social platforms—Facebook, Instagram and Threads—with the help of media organizations, including AFP. Go to techxplore
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TikTok could be banned this month. Here’s what users can do to prepare
TikTok could be banned this month. Here’s what users can do to prepare TikTok has cemented itself as a quintessential entertainment app, offering everything from funny skits and makeup tutorials to social commentary and news. Go to techxplore
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Robots set to move beyond factory as AI advances
Robots set to move beyond factory as AI advances Today’s robots perform safety checks at industrial plants, conduct quality control in manufacturing, and are even starting to keep hospital patients company. Go to techxplore
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Light, flexible and radiation-resistant: Organic solar cells for space
Light, flexible and radiation-resistant: Organic solar cells for space Radiation testing suggests that solar cells made from carbon-based, or organic, materials could outperform conventional silicon and gallium arsenide for generating electricity in the final frontier, a study from the University of Michigan suggests. Go to techxplore
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Exploring quinone-based carbon capture: A promising path to safer CO₂ removal
Exploring quinone-based carbon capture: A promising path to safer CO₂ removal Carbon capture, or the isolation and removal of carbon dioxide from the atmosphere during industrial processes like cement mixing or steel production, is widely regarded as a key component of fighting climate change. Existing carbon capture technologies, such as amine scrubbing, are hard to…
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Deep Transfer $Q$-Learning for Offline Non-Stationary Reinforcement Learning
Deep Transfer $Q$-Learning for Offline Non-Stationary Reinforcement Learning arXiv:2501.04870v1 Announce Type: new Abstract: In dynamic decision-making scenarios across business and healthcare, leveraging sample trajectories from diverse populations can significantly enhance reinforcement learning (RL) performance for specific target populations, especially when sample sizes are limited. While existing transfer learning methods primarily focus on linear regression settings,…
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RieszBoost: Gradient Boosting for Riesz Regression
RieszBoost: Gradient Boosting for Riesz Regression arXiv:2501.04871v1 Announce Type: new Abstract: Answering causal questions often involves estimating linear functionals of conditional expectations, such as the average treatment effect or the effect of a longitudinal modified treatment policy. By the Riesz representation theorem, these functionals can be expressed as the expected product of the conditional expectation…
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Optimality and Adaptivity of Deep Neural Features for Instrumental Variable Regression
Optimality and Adaptivity of Deep Neural Features for Instrumental Variable Regression arXiv:2501.04898v1 Announce Type: new Abstract: We provide a convergence analysis of deep feature instrumental variable (DFIV) regression (Xu et al., 2021), a nonparametric approach to IV regression using data-adaptive features learned by deep neural networks in two stages. We prove that the DFIV algorithm…
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Towards understanding the bias in decision trees
Towards understanding the bias in decision trees arXiv:2501.04903v1 Announce Type: new Abstract: There is a widespread and longstanding belief that machine learning models are biased towards the majority (or negative) class when learning from imbalanced data, leading them to neglect or ignore the minority (or positive) class. In this study, we show that this belief…
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Non-asymptotic analysis of the performance of the penalized least trimmed squares in sparse models
Non-asymptotic analysis of the performance of the penalized least trimmed squares in sparse models arXiv:2501.04946v1 Announce Type: new Abstract: The least trimmed squares (LTS) estimator is a renowned robust alternative to the classic least squares estimator and is popular in location, regression, machine learning, and AI literature. Many studies exist on LTS, including its robustness,…
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The Best Way to Prepare for Data Science and Machine Learning Interviews
The Best Way to Prepare for Data Science and Machine Learning Interviews Never get stumped again Continue reading on Towards Data Science » Marina Wyss – Gratitude Driven Go to original source
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Sentiment Analysis with Transformers: A Complete Deep Learning Project — PT. I
Sentiment Analysis with Transformers: A Complete Deep Learning Project — PT. I Master Fine-Tuning Transformers, Comparing Deep Learning Architectures, and Deploying Sentiment Analysis Models Continue reading on Towards Data Science » Leo Anello Go to original source
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What to Do If the Logit Decision Boundary Fails?
What to Do If the Logit Decision Boundary Fails? Feature engineering for classification models using Bayesian Machine Learning Continue reading on Towards Data Science » Lukasz Gatarek Go to original source
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How to Run Jupyter Notebooks and Generate HTML Reports with Python Scripts
How to Run Jupyter Notebooks and Generate HTML Reports with Python Scripts A step-by-step guide to automating Jupyter Notebook execution and report generation using Python Continue reading on Towards Data Science » Amanda Iglesias Moreno Go to original source
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Building Autonomous Multi-Tool Agents with Gemini 2.0 and LangGraph
Building Autonomous Multi-Tool Agents with Gemini 2.0 and LangGraph A practical tutorial with full code examples for building and running multi-tool agents Continue reading on Towards Data Science » Youness Mansar Go to original source
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SAP S/4HANA on-premises vs. cloud: Learn the differences
SAP S/4HANA on-premises vs. cloud: Learn the differences Go to techtarget
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Top SAP S/4HANA alternatives to add to your ERP shortlist
Top SAP S/4HANA alternatives to add to your ERP shortlist Go to techtarget
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SAP infuses retail shopping with generative AI
SAP infuses retail shopping with generative AI Go to techtarget
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How LLMs can improve data analysis
How LLMs can improve data analysis Go to techtarget
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Oracle Exadata update boosts performance to meet AI needs
Oracle Exadata update boosts performance to meet AI needs Go to techtarget
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Top 12 business process management certifications for 2025
Top 12 business process management certifications for 2025 Go to techtarget
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Informatica natively integrates governance suite on GCP
Informatica natively integrates governance suite on GCP Go to techtarget
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18 data science tools to consider using in 2025
18 data science tools to consider using in 2025 Go to techtarget