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Tag: computing

  • ConformalHDC: Uncertainty-Aware Hyperdimensional Computing with Application to Neural Decoding

    ConformalHDC: Uncertainty-Aware Hyperdimensional Computing with Application to Neural Decoding arXiv:2602.21446v1 Announce Type: new Abstract: Hyperdimensional Computing (HDC) offers a computationally efficient paradigm for neuromorphic learning. Yet, it lacks rigorous uncertainty quantification, leading to open decision boundaries and, consequently, vulnerability to outliers, adversarial perturbations, and out-of-distribution inputs. To address these limitations, we introduce ConformalHDC, a unified…

  • Ray: Distributed Computing For All, Part 2

    Ray: Distributed Computing For All, Part 2 Deploying and running Python code on cloud-based clusters The post Ray: Distributed Computing For All, Part 2 appeared first on Towards Data Science. Thomas Reid Go to original source

  • Ray: Distributed Computing for All, Part 1

    Ray: Distributed Computing for All, Part 1 From single to multi-core on your local PC and beyond The post Ray: Distributed Computing for All, Part 1 appeared first on Towards Data Science. Thomas Reid Go to original source

  • On computing and the complexity of computing higher-order $U$-statistics, exactly

    On computing and the complexity of computing higher-order $U$-statistics, exactly arXiv:2508.12627v1 Announce Type: new Abstract: Higher-order $U$-statistics abound in fields such as statistics, machine learning, and computer science, but are known to be highly time-consuming to compute in practice. Despite their widespread appearance, a comprehensive study of their computational complexity is surprisingly lacking. This paper…

  • Virtualization & Containers for Data Science Newbies

    Virtualization & Containers for Data Science Newbies Virtualization makes it possible to run multiple virtual machines (VMs) on a single piece of physical hardware. These VMs behave like independent computers, but share the same physical computing power. A computer within a computer, so to speak. Many cloud services rely on virtualization. But other technologies, such…

  • The State of Quantum Computing: Where Are We Today?

    The State of Quantum Computing: Where Are We Today? And what we need to overcome Continue reading on Towards Data Science » Sara A. Metwalli Go to original source

  • Neuromorphic Computing — an Edgier, Greener AI

    Neuromorphic Computing — an Edgier, Greener AI Neuromorphic Computing — an Edgier, Greener AI Why computer hardware and AI algorithms are being reinvented using inspiration from the brain euromorphic Computing might not just help bring AI to the edge, but also reduce carbon emissions at data centers. Generated by author with ImageGen 3. There are periodic proclamations of the coming neuromorphic computing…