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Computational Depth
blog.computationalcomplexity.org·1d·
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🔍Type Inference
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Excess Description Length of Learning Generalizable Predictors
arxiv.org·1d
🧮Kolmogorov Bounds
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Golomb-Rice coding for compressing a set of hashes
johndcook.com·1d
📊Compression Proofs
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Data Science Spotlight: Selected Problems from Advent of Code 2025
towardsdatascience.com·23h
🌳Trie Structures
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Multivariate information decomposition
danmackinlay.name·4d
📐Information Geometry
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Week 5 in Data Science: Image recognition neural network with 90% accuracy
igorstechnoclub.com·17h·
Discuss: Hacker News
📊Quantization
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Probabilistic Graph Neural Inference for wildfire evacuation logistics networks under real-time policy constraints
dev.to·4h·
Discuss: DEV
🧠Machine Learning
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Semantic Search Without Embeddings
softwaredoug.com·2d
🔍Semantic Search
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How LLMs Handle Infinite Context With Finite Memory
towardsdatascience.com·21h
📼Tape Combinators
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Limited Math: Aligning Mathematical Semantics with Finite Computation
arxiv.org·1d
λLambda Encodings
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Vector Databases (with OpenAI and Supabase)
dev.to·15h·
Discuss: DEV
🗂️Vector Databases
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Accelerating LLM inference with post-training weight and activation using AWQ and GPTQ on Amazon SageMaker AI
aws.amazon.com·19h
💻Local LLMs
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Self-Evolving Cellular Automata
kaistale.com·5h·
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🔲Cellular Automata
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Meaning in Large Language Models: Form vs. Function
jgehring.net·3d·
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🌳Context free grammars
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Provably Finding a Hidden Dense Submatrix among Many Planted Dense Submatrices via Convex Programming
arxiv.org·2d
📐Linear Algebra
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News for December 2025
ptreview.sublinear.info·4d
🧮Kolmogorov Bounds
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TeleTables: A Benchmark for Large Language Models in Telecom Table Interpretation
arxiv.org·1d
📝ABNF Parsing
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ConMax: Confidence-Maximizing Compression for Efficient Chain-of-Thought Reasoning
arxiv.org·1d
⧗Information Bottleneck
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Categorical Belief Propagation: Sheaf-Theoretic Inference via Descent and Holonomy
arxiv.org·1d
🕳️Persistent Homology
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Impossibility Theorems for Fixed-Axis Classification Systems: With Application to Type Theory
zenodo.org·4d·
Discuss: Hacker News, Hacker News
🔲Proof Irrelevance
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