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๐Ÿง  Machine Learning

Information Theory, Compression Bounds, Feature Learning, Neural Networks

Parameter-free entropy-regularized multi-view clustering with hierarchical feature selection
arxiv.orgยท8h
๐Ÿ“Information Geometry
Deep linear networks
danmackinlay.nameยท8h
๐Ÿง Neural Codecs
Parametric Matrix Models
nature.comยท19hยท
Discuss: Hacker News
๐Ÿ“Linear Algebra
The Channel-Wise Attention | Squeeze and Excitation
towardsdatascience.comยท19h
๐Ÿ“ŠLearned Metrics
Scaling Deep Learning Education in a College of Arts & Sciences
cacm.acm.orgยท18h
๐Ÿ“ŠQuantization
Calibrating Deep Neural Network using Euclidean Distance
arxiv.orgยท8h
๐Ÿ“ŠLearned Metrics
MoBE: Mixture-of-Basis-Experts for Compressing MoE-based LLMs
arxiv.orgยท8h
๐Ÿ’ปLocal LLMs
Machine Learning Fundamentals: model overfitting example
dev.toยท21hยท
Discuss: DEV
๐Ÿ”Vector Forensics
Pushing the limits of long-context LLM training for 1M-token+ medical records
akasa.comยท19hยท
Discuss: Hacker News
๐ŸŽตAudio ML
Neurosymbolic AI: Why, What, and How
muratbuffalo.blogspot.comยท22hยท
Discuss: www.blogger.com
๐Ÿง Intelligence Compression
Advanced Hybrid Transformer LSTM Technique with Attention and TS Mixer for Drilling Rate of Penetration Prediction
arxiv.orgยท8h
๐Ÿง Intelligence Compression
CRAM: Large-scale Video Continual Learning with Bootstrapped Compression
arxiv.orgยท8h
๐Ÿง Learned Codecs
Negative Binomial Variational Autoencoders for Overdispersed Latent Modeling
arxiv.orgยท8h
๐Ÿ“ŠQuantization
How and Why: Taming Flow Matching for Unsupervised Anomaly Detection and Localization
arxiv.orgยท8h
๐Ÿ”Vector Forensics
Open Sourced: ML Interview Questions and Job List (Ranked by Comp and Culture)
github.comยท2dยท
Discuss: Hacker News
๐Ÿ“ŠQuantization
Embedding Similarity Explained: How to Measure Text Semantics
dev.toยท3hยท
Discuss: DEV
๐Ÿ“Vector Similarity
Embedding Is (Almost) All You Need: Retrieval-Augmented Inference for Generalizable Genomic Prediction Tasks
arxiv.orgยท8h
๐Ÿ—‚๏ธVector Databases
Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting
arxiv.orgยท1d
๐ŸงฎVector Embeddings
Cross-Entropy. Intuition and Applications
hclimente.euยท1dยท
Discuss: Hacker News
๐Ÿ“ˆEntropy Estimation
Automated Granular Material Property Prediction via Multi-Scale Convolutional Analysis
dev.toยท1dยท
Discuss: DEV
๐Ÿ’ŽInformation Crystallography
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