A Markov Categorical Framework for Language Modeling
arxiv.org·1d
🧮Kolmogorov Complexity
Compressed Sensing
en.wikipedia.org·8h·
Discuss: Hacker News
📐Compression Mathematics
Extensions and Shadows (8)
sites.psu.edu·15h
📐Linear Algebra
An Introduction to Linear Regression Using Baseball Data
runningonnumbers.com·5h·
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📈Linear programming
Understanding why deterministic output from LLMs is nearly impossible
unstract.com·18h·
Discuss: Hacker News
🎯Performance Proofs
Adaptive Learned Belief Propagation for Decoding Error-Correcting Codes
arxiv.org·6h
🧮Kolmogorov Complexity
State evolution beyond first-order methods I: Rigorous predictions and finite-sample guarantees
arxiv.org·6h
🎯Performance Proofs
Weight Agnostic Neural Networks
weightagnostic.github.io·1d·
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🧠Machine Learning
Geometric Operator Learning with Optimal Transport
arxiv.org·6h
🌀Riemannian Computing
Investigating Structural Pruning and Recovery Techniques for Compressing Multimodal Large Language Models: An Empirical Study
arxiv.org·6h
🧠Machine Learning
Overfitting and Underfitting
dev.to·8h·
Discuss: DEV
🧠Machine Learning
Provable In-Context Learning of Nonlinear Regression with Transformers
arxiv.org·6h
🧠Machine Learning
Graded Transformers: A Symbolic-Geometric Approach to Structured Learning
arxiv.org·6h
🤖Grammar Induction
7 Must-Know Machine Learning Algorithms Explained in 10 Minutes
kdnuggets.com·22h
🧠Machine Learning
Kolmogorov Arnold Network Autoencoder in Medicine
arxiv.org·6h
🧠Machine Learning
An Algorithm-to-Contract Framework without Demand Queries
arxiv.org·6h
🎯Performance Proofs
Adaptive Fuzzy Time Series Forecasting via Partially Asymmetric Convolution and Sub-Sliding Window Fusion
arxiv.org·6h
📈Time Series
Novel Pivoted Cholesky Decompositions for Efficient Gaussian Process Inference
arxiv.org·6h
📐Linear Algebra
Machine Learning Fundamentals: k-means example
dev.to·19h·
Discuss: DEV
👁️Observatory Systems
Leveraging Fine-Tuned Large Language Models for Interpretable Pancreatic Cystic Lesion Feature Extraction and Risk Categorization
arxiv.org·6h
⧗Information Bottleneck