Unlocking Data Efficiency: The Compression Sweet Spot with Pareto Optimization by Arvind Sundararajan
dev.to·8h·
Discuss: DEV
📊Compression Proofs
Generalised solutions and law of conservation of difficulty (2008)
terrytao.wordpress.com·5h·
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🎯Performance Proofs
Practical Linear Algebra: A Geometry Toolbox
farinhansford.com·19h
📐Linear Algebra
Universal Solution to Kronecker Product Decomposition
arxiv.org·2d
📐Linear Algebra
How Does Lossless Compression in Fuji RAF Files Work?
capnfabs.net·4d·
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🎯Arithmetic Coding Theory
The AI Trustworthiness Pareto: Balancing Compression, Accuracy, and Identifiability by Arvind Sundararajan
dev.to·14h·
Discuss: DEV
🧠Intelligence Compression
A Generalized Information Bottleneck Theory of Deep Learning
arxiv.org·6h
⧗Information Bottleneck
Brownian motion: Modeling random fields over arbitrary geometries
stopthrowingrocks.github.io·1d·
Discuss: Lobsters, Hacker News
🕸️Tensor Networks
ImageMM: Joint Multi-Frame Image Restoration and Super-Resolution
iopscience.iop.org·14h·
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🔬Optical Physics
Theoretical Performance Limit for Radar Parameter Estimation
arxiv.org·1d
📡Information theory
Cat: Post-training quantization error reduction via cluster-based affine transformation
arxiv.org·6h
📊Quantization
Reducing Data Lake Storage by 52% with SciPy-Style Sparse Arrays in DuckDB
blog.sturdystatistics.com·20h·
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🦀Rusty Databases
Unbiased Binning: Fairness-aware Attribute Representation
arxiv.org·2d
🧠Machine Learning
A Puzzling Performance Puzzle
kodewerk.com·1d·
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🧪Binary Fuzzing
Throwing Darts in Latent Space
guille.site·1d·
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🧠Machine Learning
Preparing Video Data for Deep Learning: Introducing Vid Prepper
towardsdatascience.com·1d
🎞️MKV Forensics
A robust computational framework for the mixture-energy-consistent six-equation two-phase model with instantaneous mechanical relaxation terms
arxiv.org·6h
💧Liquid Types
Beyond Power Laws: Scaling Laws for Next-Token Prediction
francisbach.com·3d·
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🧮Kolmogorov Bounds
The Little Book of Linear Algebra
little-book-of.github.io·4d·
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📐Linear Algebra
Discrete Fourier Transform
nima101.github.io·1d·
Discuss: Hacker News
📐Error Bounds