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🧠 Machine Learning

Information Theory, Compression Bounds, Feature Learning, Neural Networks

AI and machine learning for engineering design
news.mit.eduΒ·1d
β˜•Precision Brewing
Show HN: A local first AI engine and orchestrator
krionis.comΒ·1hΒ·
Discuss: Hacker News
🏠Homelab Orchestration
Why – Decompression Through Inquiry
williamolivers.substack.comΒ·11hΒ·
Discuss: Substack
πŸ“‘Information theory
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks
arxiv.orgΒ·1h
πŸ•ΈοΈNetwork Topology
VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples
arxiv.orgΒ·1h
πŸŽ™οΈWhisper
Sensing environmental physical interaction to traverse cluttered obstacles
arxiv.orgΒ·1h
βœ‹Tactile Computing
Optimal Variance and Covariance Estimation under Differential Privacy in the Add-Remove Model and Beyond
arxiv.orgΒ·1h
πŸ”Homomorphic Encryption
AI Solves the Unsolvable: Automating Optimization with LLMs by Arvind Sundararajan
dev.toΒ·20hΒ·
Discuss: DEV
πŸ’»Local LLMs
How big are our embeddings now and why?
newsletter.vickiboykis.comΒ·4dΒ·
Discuss: Lobsters, Hacker News
πŸ—‚οΈVector Databases
Evaluating NL2SQL via SQL2NL
arxiv.orgΒ·1h
🧠Query Planners
An information metric for comparing and assessing informative interim decisions in sequential clinical trials
arxiv.orgΒ·1h
πŸ“ˆEntropy Estimation
Bayesian Calibration Optimization for High-Dimensional Monte Carlo Simulations
dev.toΒ·10hΒ·
Discuss: DEV
πŸŒ€Differential Geometry
Automated Fault Identification in Shell-and-Tube Heat Exchangers via Spectral Analysis and Deep Learning
dev.toΒ·3hΒ·
Discuss: DEV
🌊Stream Processing
Research on Multi-hop Inference Optimization of LLM Based on MQUAKE Framework
arxiv.orgΒ·1h
πŸ’»Local LLMs
Scalable Distributed Consensus Optimization via Hyper-Adaptive Gradient Pruning
dev.toΒ·1dΒ·
Discuss: DEV
πŸ“ŠQuantization
Title: Streamlining Model Tuning with AI: A Guide to Boosting ML Performance
dev.toΒ·4hΒ·
Discuss: DEV
πŸ“ŠFeed Optimization
MillGNN: Learning Multi-Scale Lead-Lag Dependencies for Multi-Variate Time Series Forecasting
arxiv.orgΒ·3d
πŸ“ˆTime Series
Clustering
dev.toΒ·1dΒ·
Discuss: DEV
πŸ“šDocument Clustering
Vertex-ordering and arc-partitioning problems
arxiv.orgΒ·1h
πŸ•ΈοΈGraph Algorithms
Analysis of Voluntarily Reported Data Post Mesh Implantation for Detecting Public Emotion and Identifying Concern Reports
arxiv.orgΒ·1h
πŸ’ΎBinary Linguistics
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