Efficient & Correct Predictive Equivalence for Decision Trees
arxiv.org·23h
📊Quantization
Detecting AI Fakes with Compression Artifacts
dmanco.dev·12h·
Discuss: Hacker News
🖼️JPEG Forensics
Unified Framework for Pre-trained Neural Network Compression via Decomposition and Optimized Rank Selection
arxiv.org·23h
🧠Neural Compression
🤖 From Machine Learning to AI Chatbots: The Complete Beginner’s Guide
dev.to·2d·
Discuss: DEV
🎵Audio ML
Not Every AI Problem Is a Data Problem
cacm.acm.org·10h
🧮Kolmogorov Complexity
Learning functions, operators and dynamical systems with kernels
arxiv.org·23h
📐Linear Algebra
The Database Zoo: Inside Time-Series Engines (InfluxDB, Prometheus, Timescale)
hackernoon.com·1d
🗄️Database Internals
LLM-JEPA: Large Language Models Meet Joint Embedding Predictive Architectures
arxiviq.substack.com·1d·
Discuss: Substack
💻Local LLMs
Comparison of Deterministic and Probabilistic Machine Learning Algorithms for Precise Dimensional Control and Uncertainty Quantification in Additive Manufacturi...
arxiv.org·23h
🧮Kolmogorov Bounds
Geometric Mixture Classifier (GMC): A Discriminative Per-Class Mixture of Hyperplanes
arxiv.org·23h
🌀Differential Geometry
Information Geometry of Variational Bayes
arxiv.org·1d
📐Information Geometry
The Theory of Universal Computation: Bayesian Optimality, Solomonoff Induction & AIXI
towardsdatascience.com·1d
🧮Kolmogorov Bounds
Risk Comparisons in Linear Regression: Implicit Regularization Dominates Explicit Regularization
arxiv.org·23h
📊Learned Metrics
Discontiguous Exponential Averaging. (1998)
jacobfilipp.com·19h·
Discuss: Hacker News
🎯Arithmetic Coding Theory
Stabilizing Information Flow Entropy: Regularization for Safe and Interpretable Autonomous Driving Perception
arxiv.org·23h
⧗Information Bottleneck
The Extreme Inefficiency of RL for Frontier Models
tobyord.com·17h·
Discuss: Hacker News
🧮Kolmogorov Complexity
Bilateral Distribution Compression: Reducing Both Data Size and Dimensionality
arxiv.org·23h
📐Vector Dimensionality
Learning Neural Antiderivatives
arxiv.org·23h
🕸️Algebraic Topology
Implicit Communication in Linear Quadratic Gaussian Control Systems
arxiv.org·1d
🔢Coding Theory
Interface Resistance Mapping via Deep Neural Network Ensemble Regression with Adaptive Kernel Optimization
dev.to·1d·
Discuss: DEV
🧠Neural Codecs