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🧠 Machine Learning

Information Theory, Compression Bounds, Feature Learning, Neural Networks

A Gentle Introduction to Batch Normalization
machinelearningmastery.com·1d
🧠Neural Compression
What does the government think an algorithm is?
tommorris.org·9h·
Discuss: Hacker News
🏴󠁧󠁢󠁳󠁣󠁴󠁿Scottish Computing
Understanding and Improving the Shampoo Optimizer via Kullback-Leibler Minimization
arxiv.org·3d
🧮Kolmogorov Bounds
BIDO: A Unified Approach to Address Obfuscation and Concept Drift Challenges in Image-based Malware Detection
arxiv.org·2d
🔗Binary Similarity
Zero-shot Generalization in Inventory Management: Train, then Estimate and Decide
arxiv.org·2d
⧗Information Bottleneck
Automated Anomaly Detection in 3D Confocal Microscopy Stacks via Hyperdimensional Vector Analysis
dev.to·18h·
Discuss: DEV
🚀SIMD Text Processing
Variational Uncertainty Decomposition for In-Context Learning
arxiv.org·4d
🧮Kolmogorov Bounds
Explainability-Driven Dimensionality Reduction for Hyperspectral Imaging
arxiv.org·4d
📐Vector Dimensionality
AnomalyLMM: Bridging Generative Knowledge and Discriminative Retrieval for Text-Based Person Anomaly Search
arxiv.org·2d
🔍Information Retrieval
Unlock the Black Box: AI-Powered Optimization for Any Problem
dev.to·1d·
Discuss: DEV
⚡Incremental Computation
Predictive Habit Formation via Dynamic Bayesian Network Optimization
dev.to·1d·
Discuss: DEV
🔲Cellular Automata
Quantized Temporal Graph Matching for Anomaly Detection in Reversed Mass Ordering Systems
dev.to·8h·
Discuss: DEV
🔤EBCDIC Mining
LifeGPT: Generative pretrained transformer model for cellular automata
nature.com·21h·
Discuss: Hacker News
🔲Cellular Automata
Detecting Regional Spurious Correlations in Vision Transformers via Token Discarding
arxiv.org·2d
📊Learned Metrics
Multilinear and Linear Programs for Partially Identifiable Queries in Quasi-Markovian Structural Causal Models
arxiv.org·2d
🧮Kolmogorov Bounds
Warming Up for Zeroth-Order Federated Pre-Training with Low Resource Clients
arxiv.org·3d
📊Quantization
Lightweight image segmentation for echocardiography
arxiv.org·2d
🌀Riemannian Computing
Unveiling Chromatin Phase Transitions in "Genomic Deserts": A Multi-scale Computational Analysis
dev.to·12h·
Discuss: DEV
🧬Copy Number Variants
The maths you need to start understanding LLMs
gilesthomas.com·4d·
Discuss: Hacker News
🧮Kolmogorov Complexity
Nonlinear Performative Prediction
arxiv.org·4d
🧮Kolmogorov Bounds
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