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๐Ÿง  Machine Learning

Information Theory, Compression Bounds, Feature Learning, Neural Networks

LLMs Are Adaptive Data Organisms
worldgov.orgยท16hยท
Discuss: Hacker News
๐Ÿ”Capability Systems
New method tracks gene expression changes to reveal cell fate decisions
phys.orgยท19h
๐ŸŒŠStreaming Algorithms
Multilinear and Linear Programs for Partially Identifiable Queries in Quasi-Markovian Structural Causal Models
arxiv.orgยท2d
๐ŸงฎKolmogorov Bounds
Warming Up for Zeroth-Order Federated Pre-Training with Low Resource Clients
arxiv.orgยท3d
๐Ÿ“ŠQuantization
Lightweight image segmentation for echocardiography
arxiv.orgยท2d
๐ŸŒ€Riemannian Computing
Unveiling Chromatin Phase Transitions in "Genomic Deserts": A Multi-scale Computational Analysis
dev.toยท16hยท
Discuss: DEV
๐ŸงฌCopy Number Variants
The maths you need to start understanding LLMs
gilesthomas.comยท4dยท
Discuss: Hacker News
๐ŸงฎKolmogorov Complexity
Nonlinear Performative Prediction
arxiv.orgยท4d
๐ŸงฎKolmogorov Bounds
Reservoir Predictive Path Integral Control for Unknown Nonlinear Dynamics
arxiv.orgยท2d
๐Ÿ”ฒCellular Automata
Privacy Risks in Time Series Forecasting: User- and Record-Level Membership Inference
arxiv.orgยท2d
๐Ÿ’ปLocal LLMs
EmbeddingGemma - 300M parameter, state-of-the-art for its size, open embedding model from Google
huggingface.coยท2dยท
Discuss: Hacker News, r/LocalLLaMA
๐ŸงฎVector Embeddings
Subsets of AI - AI, Machine Learning, Deep Learning & Gen AI
dev.toยท1dยท
Discuss: DEV
๐Ÿค–AI Curation
AI, Computer Vision, and Deep Learning: Seeing the World Through Algorithms
dev.toยท2dยท
Discuss: DEV
๐Ÿค–Advanced OCR
E-ARMOR: Edge case Assessment and Review of Multilingual Optical Character Recognition
arxiv.orgยท2d
๐Ÿ“„OCR
3 Greedy Algorithms for Decision Trees, Explained with Examples
towardsdatascience.comยท4d
๐ŸŒณHuffman Trees
Hidden Convexity in Active Learning: A Convexified Online Input Design for ARX Systems
arxiv.orgยท3d
๐ŸŒ€Differential Geometry
Enhanced Antibacterial Peptide Design via Multi-Objective Optimization and Machine Learning
dev.toยท1dยท
Discuss: DEV
๐Ÿ”Vector Forensics
AI-Driven Inverse Design of High-Entropy Alloy Compositions via Bayesian Optimization and Graph Neural Networks
dev.toยท1dยท
Discuss: DEV
๐Ÿ•ธ๏ธAlgebraic Topology
Theory Foundation of Physics-Enhanced Residual Learning
arxiv.orgยท4d
๐Ÿ“ŠQuantization
Predicting Antimicrobial Resistance (AMR) in Campylobacter, a Foodborne Pathogen, and Cost Burden Analysis Using Machine Learning
arxiv.orgยท2d
๐ŸงฎKolmogorov Bounds
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