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Scoured 24853 posts in 19.8 ms
Information Theory and Statistical Learning  🧠Machine Learning
arxiv.org·6d
Seeking God in Science part 7: Information, Knowledge and Belief  🌡️Preservation Physics
blog.rongarret.info·22h·blog.rongarret.info
Information-theoretic Limits of Learning and Estimation  🧮Kolmogorov Bounds
arxiv.org·1d
Kolmogorov--Nagumo Mean Frameworks for Conditional Entropy  🧮Kolmogorov Bounds
arxiv.org·15h
How Does Attention Help? Insights from Random Matrices on Signal Recovery from Sequence Models  🧠Machine Learning
arxiv.org·1d
Rational Communication Shapes Morphological Composition  🔤Morphological Analysis
arxiv.org·6d
Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion  🧠Learned Codecs
arxiv.org·1d
A Theory of Online Learning with Autoregressive Chain-of-Thought Reasoning  🌊Streaming Algorithms
arxiv.org·1d
The unique, universal entropy for complex systems  📈Entropy Estimation
arxiv.org·5d
Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems  ⚽Sphere Packing
arxiv.org·1d
Towards an Inferentialist Account of Information Through Proof-theoretic Semantics  📏Linear Logic
arxiv.org·4d
Christoffel-DPS: Optimal sensor placement in diffusion posterior sampling for arbitrary distributions  🌀Differential Geometry
arxiv.org·1d
When Diffusion Model Can Ignore Dimension: An Entropy-Based Theory  🧠Machine Learning
arxiv.org·1d
Contextual Memory-Enhanced Source Coding for Low-SNR Communications  🧠Neural Codecs
arxiv.org·5d
Task Relevance Is Not Local Replaceability: A Two-Axis View of Channel Information  📊Rate-Distortion Theory
arxiv.org·1d
Partial Effective Information Decomposition for Synergistic Causality  📈Mutual Information
arxiv.org·6d
Pareto-type finite-block optimality for source codes: a constrained Markov example  📐Compression Bounds
arxiv.org·6d
eOptShrinkQ: Near-Lossless KV Cache Compression Through Optimal Spectral Denoising and Quantization  🧠Learned Compression
arxiv.org·6d
Private Structured-Subset Retrieval  ⧗Information Bottleneck
arxiv.org·5d
Expanding functional protein sequence space using high entropy generative models  🧮Kolmogorov Complexity
arxiv.org·6d

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