Learning ON Large Datasets Using Bit-String Trees
arxiv.org·3h
🗂️Vector Databases
Paying attention to feature distribution alignment (pun intended)
alexshtf.github.io·22h·
Discuss: Hacker News
📐Linear Algebra
Logistic vs SVM vs Random Forest: Which One Wins for Small Datasets?
machinelearningmastery.com·17h
🧠Machine Learning
AI Product Value Assessment Model: An Interdisciplinary Integration Based on Information Theory, Economics, and Psychology
arxiv.org·3h
🧠Intelligence Compression
MMTok: Multimodal Coverage Maximization for Efficient Inference of VLMs
arxiv.org·3h
🧮Kolmogorov Complexity
A Novel Framework for Uncertainty Quantification via Proper Scores for Classification and Beyond
arxiv.org·3h
📊Learned Metrics
Dynamic Anomalous Signal Analysis via Hyperdimensional Feature Fusion and Temporal Correlation Mapping
dev.to·1d·
Discuss: DEV
📐Vector Dimensionality
[P] aligning non-linear features with your data distribution
reddit.com·20h·
Discuss: r/MachineLearning
🧠Machine Learning
Disentangling Polysemantic Neurons with a Null-Calibrated Polysemanticity Index and Causal Patch Interventions
arxiv.org·3h
🔍Vector Forensics
Benchmarking Class Activation Map Methods for Explainable Brain Hemorrhage Classification on Hemorica Dataset
arxiv.org·3h
🧠Machine Learning
Large Language Model-Based Automatic Formulation for Stochastic Optimization Models
arxiv.org·3h
🧠Machine Learning
WOMAC: A Mechanism For Prediction Competitions
arxiv.org·3h
🔲Cellular Automata
L-XAIDS: A LIME-based eXplainable AI framework for Intrusion Detection Systems
arxiv.org·3h
🔍Vector Forensics
Multi-modal Knowledge Decomposition based Online Distillation for Biomarker Prediction in Breast Cancer Histopathology
arxiv.org·3h
🗂️Vector Databases
FAIRWELL: Fair Multimodal Self-Supervised Learning for Wellbeing Prediction
arxiv.org·3h
📊Learned Metrics
Limits of message passing for node classification: How class-bottlenecks restrict signal-to-noise ratio
arxiv.org·3h
⧗Information Bottleneck
Interaction-Data-guided Conditional Instrumental Variables for Debiasing Recommender Systems
arxiv.org·3h
🤖AI Curation
Supervised Learning: A Focus on Classification
dev.to·1d·
Discuss: DEV
🧠Machine Learning
NeuroKoop: Neural Koopman Fusion of Structural-Functional Connectomes for Identifying Prenatal Drug Exposure in Adolescents
arxiv.org·1d
🧠Machine Learning
Improving Performance, Robustness, and Fairness of Radiographic AI Models with Finely-Controllable Synthetic Data
arxiv.org·3h
🏺Computational Archaeology