📄 文章列表
528 篇文章
TDS
How to Mathematically Choose the Optimal Bins for Your Histogram
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Learning From Pairwise Preferences: An Introduction to the Bradley Terry Model
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DiffuJudge-AV: A Diffusion-Inspired Framework for Calibrated AV Video Evaluation
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The Infrastructure Behind Making Local LLM Agents Actually Useful
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EmoNet: Speaker-Aware Transformers for Emotion Recognition — and What I’d Build Differently in 2026
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Why Gradient Descent Became Stochastic
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Rerankers Aren’t Magic Either: When the Cross-Encoder Layer Is Worth the Cost
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Solving a Murder Mystery Using Bayesian Inference
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It’s the Lessons We Learned Along the Way. Or, Is It?
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RAG Is Not Machine Learning, and the ML Toolkit Solves the Wrong Problem
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I Built a C++ Backend So My GPU Would Stop Eating Air
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The Fundamental Choice in Reinforcement Learning: On‑Policy vs. Off‑Policy
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Picking an Experimentation Platform: A Retrospective
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The Polynomial That Fixed 30 Years of Cloth Simulation
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Sequential Fitting: A Different Perspective on the Spectral Bias of Neural Networks
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How to Keep Quantum Information Alive for Machine Learning
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Prefill Once, Fan Out: KV Snapshot Sharing for Multi-Agent LLM Pipelines
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Bayesian Networks and Markov Networks: An Intuitive Guide to Structured Uncertainty
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When GPU Utilization Lies: The Hidden Systems Problem Slowing Modern AI
TDS