Fast Rate Information-theoretic Bounds on Generalization Errors
arxiv.org·1d
🧠Machine Learning
Greedy Is Good. Less Greedy May Be Better
gojiberries.io·17h·
Discuss: Hacker News
🧮Kolmogorov Complexity
Data Compression with Relative Entropy Coding
arxiv.org·2d
📐Compression Mathematics
SlimMoE: Structured Compression of Large MoE Models via Expert Slimming and Distillation
arxiv.org·1d
⚡Modern Compression
RL-Driven Semantic Compression Model Selection and Resource Allocation in Semantic Communication Systems
arxiv.org·1d
🧮Kolmogorov Complexity
Algorithm Complexity: Time, Space, and Big-O Notation
dev.to·8h·
Discuss: DEV
🧮Kolmogorov Complexity
Contextualizing SUTRA: Advancements in Multilingual & Efficient LLMs
hackernoon.com·1h
💻Local LLMs
A large deviation view of \emph{stationarized} fully lifted blirp interpolation
arxiv.org·13h
📐Compression Bounds
DRIFT: Data Reduction via Informative Feature Transformation- Generalization Begins Before Deep Learning starts
arxiv.org·13h
🧠Machine Learning
Plan for Speed -- Dilated Scheduling for Masked Diffusion Language Models
arxiv.org·13h
💻Local LLMs
Code Rate Optimization via Neural Polar Decoders
arxiv.org·2d
🧠Neural Codecs
Video Compression for Spatiotemporal Earth System Data
arxiv.org·13h
📊Rate-Distortion Theory
AMF-MedIT: An Efficient Align-Modulation-Fusion Framework for Medical Image-Tabular Data
arxiv.org·13h
🤖Advanced OCR
Fully lifted \emph{blirp} interpolation -- a large deviation view
arxiv.org·13h
🌀Fractal Compression
Scalable Machine Learning Algorithms using Path Signatures
arxiv.org·1d
🧠Machine Learning
Why Your Next LLM Might Not Have A Tokenizer
towardsdatascience.com·22h
🤖Grammar Induction
Kernel spectral joint embeddings for high-dimensional noisy datasets using duo-landmark integral operators
arxiv.org·1d
🌀Riemannian Computing
From Zero to One: A Complete Guide to Implementing WeChat Sharing in HarmonyOS
dev.to·9h·
Discuss: DEV
⚡Modern Compression
LoLA-SpecViT: Local Attention SwiGLU Vision Transformer with LoRA for Hyperspectral Imaging
arxiv.org·1d
🧠Machine Learning
Signal Use and Emergent Cooperation
arxiv.org·13h
🔲Cellular Automata