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⧗ Information Bottleneck

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

Longer scans boost prediction and cut costs in brain-wide association studies
nature.com·14h
🧠Intelligence Compression
Betting against YouTube Financial Influencers beat the S&P 500 (risky though)?
papers.ssrn.com·2h·
Discuss: Hacker News
⚖️Feed Ranking
Show HN: Context Rot Technical Report – How Input Length Impacts LLM Performance
research.trychroma.com·2d·
Discuss: Lobsters, Hacker News
🔍Information Retrieval
[R][D] Interpretability as a Side Effect? Are Activation Functions Biasing Your Models?
reddit.com·19h·
Discuss: r/MachineLearning
📊Learned Metrics
Quantitative central limit theorems for exponential random graphs
arxiv.org·2d
🧮Kolmogorov Bounds
Canonical Bayesian Linear System Identification
arxiv.org·1d
🧠Machine Learning
ESG-Net: Event-Aware Semantic Guided Network for Dense Audio-Visual Event Localization
arxiv.org·2d
🗂️Vector Databases
Deep Generative Methods and Tire Architecture Design
arxiv.org·1h
🌀Riemannian Computing
Large Language Models and Non-Negative Matrix Factorization for Bioacoustic Signal Decomposition
arxiv.org·2d
👂Psychoacoustic Coding
Introduction: AI Terminology
dev.to·15h·
Discuss: DEV
🤖Grammar Induction
Predicting Pulmonary Hypertension in Newborns: A Multi-view VAE Approach
arxiv.org·1h
🌀Differential Geometry
Improving Multimodal Learning via Imbalanced Learning
arxiv.org·2d
📊Learned Metrics
Let's Think in Two Steps: Mitigating Agreement Bias in MLLMs with Self-Grounded Verification
arxiv.org·1h
📏Linear Logic
SurgeryLSTM: A Time-Aware Neural Model for Accurate and Explainable Length of Stay Prediction After Spine Surgery
arxiv.org·1h
🧠Machine Learning
Energy Dissipation Rate Guided Adaptive Sampling for Physics-Informed Neural Networks: Resolving Surface-Bulk Dynamics in Allen-Cahn Systems
arxiv.org·2d
🧠Machine Learning
Graph-based Multi-Modal Interaction Lightweight Network for Brain Tumor Segmentation (GMLN-BTS) in Edge Iterative MRI Lesion Localization System (EdgeIMLocSys)
arxiv.org·2d
🌀Riemannian Computing
Fine-tuning Large Language Model for Automated Algorithm Design
arxiv.org·1d
🔨Compilers
A parametric activation function based on Wendland RBF
arxiv.org·1d
🧠Machine Learning
Inside PinRec - Pinterest’s Production-Ready Generative Retrieval Model
shaped.ai·1d
🎯Retrieval Systems
Iterative Augmentation with Summarization Refinement (IASR) Evaluation for Unstructured Survey data Modeling and Analysis
arxiv.org·1h
⚙️Compression Benchmarking
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