Machine Learning Fundamentals: dimensionality reduction
dev.to·23h·
Discuss: DEV
📐Linear Algebra
Learning to Quantize and Precode in Massive MIMO Systems for Energy Reduction: a Graph Neural Network Approach
arxiv.org·1d
📊Quantization
A Minimal DDPM
github.com·1d·
Discuss: Hacker News
🧮Kolmogorov Bounds
A Neural Net For a Graphing Calculator?
hackaday.com·6h
🤖Advanced OCR
Revisiting k-Means: 3 Approaches to Make It Work Better
machinelearningmastery.com·23h
📊Vector Quantization
How AI Detects Cancer in Whole Slide Images
hackernoon.com·19h
🧮Vector Embeddings
COLI: A Hierarchical Efficient Compressor for Large Images
arxiv.org·1d
🧠Neural Compression
Machine Learning Fundamentals: dimensionality reduction example
dev.to·22h·
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📐Vector Dimensionality
On Information Geometry and Iterative Optimization in Model Compression: Operator Factorization
arxiv.org·2d
📐Compression Mathematics
I Got into Deep Learning
vikas.sh·19h·
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🧠Learned Compression
Mastering Dimensionality Reduction: A Comprehensive Guide to PCA, t-SNE, UMAP, and Autoencoders
dev.to·5h·
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📐Vector Dimensionality
Information Must Flow: Recursive Bootstrapping for Information Bottleneck in Optimal Transport
arxiv.org·2d
⧗Information Bottleneck
[R][D] Interpretability as a Side Effect? Are Activation Functions Biasing Your Models?
reddit.com·1d·
Discuss: r/MachineLearning
📊Learned Metrics
SFT Is Bad RL
justinchiu.netlify.app·17h·
Discuss: Hacker News
📊Rate-Distortion Theory
D3FL: Data Distribution and Detrending for Robust Federated Learning in Non-linear Time-series Data
arxiv.org·1d
📈Time Series
Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery
arxiv.org·10h
📊Learned Metrics
IDS with Machine Learning: Simulating Cyberattacks (⚔️ Simulating Attacks. Strengthening Defenses)
dev.to·6h·
Discuss: DEV
🎯Threat Hunting
Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis
arxiv.org·10h
🧮Kolmogorov Complexity
Context-Aware Regularization with Markovian Integration for Attention-Based Nucleotide Analysis
arxiv.org·2d
🚀SIMD Text Processing
Sparse Identification of Nonlinear Dynamics with Conformal Prediction
arxiv.org·10h
🧮Kolmogorov Bounds