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๐Ÿง  Machine Learning

Information Theory, Compression Bounds, Feature Learning, Neural Networks

Learning ON Large Datasets Using Bit-String Trees
arxiv.orgยท1d
๐Ÿ—‚๏ธVector Databases
Introduction to Artificial Neural Networks โ€“ Part 1 (2013)
theprojectspot.comยท11hยท
Discuss: Hacker News
๐Ÿง Neural Compression
Logistic vs SVM vs Random Forest: Which One Wins for Small Datasets?
machinelearningmastery.comยท2d
๐Ÿ“Vector Dimensionality
k-NN Classification and Model Evaluation
dev.toยท1dยท
Discuss: DEV
๐Ÿ“ŠVector Quantization
Comparing Six Deep Learning Feature Extractors for CBIR Tasks
hackernoon.comยท8h
๐Ÿ“ŠLearned Metrics
End to End Autoencoder MLP Framework for Sepsis Prediction
arxiv.orgยท11h
๐ŸŽตAudio ML
[P] aligning non-linear features with your data distribution
reddit.comยท2dยท
Discuss: r/MachineLearning
๐Ÿ—‚๏ธVector Databases
Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning
arxiv.orgยท11h
๐ŸงฎKolmogorov Complexity
Why Stacking Sliding Windows Can't See Far
guangxuanx.comยท10hยท
Discuss: Hacker News
๐ŸงฎKolmogorov Complexity
Supervised Learning: A Focus on Classification
dev.toยท2dยท
Discuss: DEV
๐Ÿง Learned Indexing
Limits of message passing for node classification: How class-bottlenecks restrict signal-to-noise ratio
arxiv.orgยท1d
โง—Information Bottleneck
Positional Embeddings in Transformers: A Math Guide to RoPE & ALiBi
towardsdatascience.comยท1d
๐Ÿ“Geometric Hashing
Paying attention to feature distribution alignment (pun intended)
alexshtf.github.ioยท2dยท
Discuss: Hacker News
๐Ÿ“Linear Algebra
Distance-informed Neural Processes
arxiv.orgยท11h
๐Ÿ“ŠQuantization
Convergence and Generalization of Anti-Regularization for Parametric Models
arxiv.orgยท1d
๐Ÿ“ŠQuantization
DualSparse-MoE: Coordinating Tensor/Neuron-Level Sparsity with Expert Partition and Reconstruction
arxiv.orgยท11h
โง—Information Bottleneck
How AI Retrieves Anatomical Structures Using Vector Databases
hackernoon.comยท6h
๐Ÿ—‚๏ธVector Search
Learning Interior Point Method for AC and DC Optimal Power Flow
arxiv.orgยท11h
๐ŸŽฏProof Tactics
Large Language Model-Based Automatic Formulation for Stochastic Optimization Models
arxiv.orgยท1d
๐Ÿ”ขDenotational Semantics
Fast and Accurate RFIC Performance Prediction via Pin Level Graph Neural Networks and Probabilistic Flow
arxiv.orgยท2d
๐Ÿ“ŠQuantization
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