Tag: probably
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You Probably Don’t Need a Vector Database for Your RAG — Yet
You Probably Don’t Need a Vector Database for Your RAG — Yet Numpy or SciKit-Learn might meet all your retrieval needs The post You Probably Don’t Need a Vector Database for Your RAG — Yet appeared first on Towards Data Science. Thomas Reid Go to original source
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The Probably Approximately Correct Learning Model in Computational Learning Theory
The Probably Approximately Correct Learning Model in Computational Learning Theory arXiv:2511.08791v1 Announce Type: new Abstract: This survey paper gives an overview of various known results on learning classes of Boolean functions in Valiant’s Probably Approximately Correct (PAC) learning model and its commonly studied variants. Rocco A. Servedio Go to original source
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Probably Approximately Correct Causal Discovery
Probably Approximately Correct Causal Discovery arXiv:2507.18903v1 Announce Type: new Abstract: The discovery of causal relationships is a foundational problem in artificial intelligence, statistics, epidemiology, economics, and beyond. While elegant theories exist for accurate causal discovery given infinite data, real-world applications are inherently resource-constrained. Effective methods for inferring causal relationships from observational data must perform well…