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⧗ Information Bottleneck

Mutual Information, Compression Bounds, Feature Selection, Rate-Distortion Theory

Logistic vs SVM vs Random Forest: Which One Wins for Small Datasets?
machinelearningmastery.com·2d
🧠Machine Learning
Show HN: AI-powered video analysis tool that generates 800 word content prompts
video2prompt.org·2h·
Discuss: Hacker News
🤖Archive Automation
Paying attention to feature distribution alignment (pun intended)
alexshtf.github.io·2d·
Discuss: Hacker News
📐Linear Algebra
How Retrieval Algorithms Shape Better LLM Responses?
dev.to·2d·
Discuss: DEV
🔍Information Retrieval
MicroDetect-Net (MDN): Leveraging Deep Learning to Detect Microplastics in Clam Blood, a Step Towards Human Blood Analysis
arxiv.org·23h
🧠Machine Learning
Generative Interfaces for Language Models
arxiv.org·23h
⚙️Parser Generators
Constrained Prompt Enhancement for Improving Zero-Shot Generalization of Vision-Language Models
arxiv.org·1d
🧠Neural Codecs
Convergence and Generalization of Anti-Regularization for Parametric Models
arxiv.org·1d
🧠Machine Learning
History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL
arxiv.org·23h
💻Local LLMs
Urn Modeling of Random Graphs Across Granularity Scales: A Framework for Origin-Destination Human Mobility Networks
arxiv.org·23h
📡BGP Archaeology
k-NN Classification and Model Evaluation
dev.to·1d·
Discuss: DEV
🧠Machine Learning
ReflectivePrompt: Reflective evolution in autoprompting algorithms
arxiv.org·23h
⚡Incremental Computation
Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting
arxiv.org·23h
📊Quantization
CE-RS-SBCIT A Novel Channel Enhanced Hybrid CNN Transformer with Residual, Spatial, and Boundary-Aware Learning for Brain Tumor MRI Analysis
arxiv.org·1d
🧠Machine Learning
One-shot design of functional protein binders with BindCraft
nature.com·12h
⬆️Lambda Lifting
TPLA: Tensor Parallel Latent Attention for Efficient Disaggregated Prefill \& Decode Inference
arxiv.org·2d
🚀SIMD Text Processing
TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models
arxiv.org·1d
🤖Advanced OCR
Automated Literature Synthesis & Knowledge Graph Refinement via Dual-Pass Semantic Parsing
dev.to·10h·
Discuss: DEV
🔗Constraint Handling
Long-Term Variability in Physiological-Arousal Relationships for Robust Emotion Estimation
arxiv.org·23h
👁️Perceptual Coding
Distance-informed Neural Processes
arxiv.org·23h
🧠Machine Learning
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