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Optimization & Theory

43,292 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Optimization (17,731) Learning Theory (6,809) Bayesian Inference (6,267) Theory (5,579) Statistical Learning (4,564) Neural Network Optimization (4,155) Stochastic Processes (2,948) Stochastic Methods (1,283) Loss Functions (1,220) Distributed Learning (1,202) Online Algorithms (1,013) Statistics (822) Generalization (376) Information Theory (370) Sample Complexity (282) Sparse Optimization (241) Game Theory (151) Convex Optimization (132) Optimal Transport (104) Robust Optimization (84) Distributed Optimization (73) Approximation Algorithms (33)

Papers per year

1
52
352
828
3,646
5,854
2000
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'25

Papers (including subtopics)

A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning IJCAI 2025 Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems ICLR 2025 A Joint Optimization Framework for Enhancing Efficiency of Tool Utilization in LLM Agents ACL 2025 A Layer Selection Approach to Test Time Adaptation AAAI 2025 Algorithm Development in Neural Networks: Insights from the Streaming Parity Task ICML 2025 Algorithmic causal structure emerging through compression CLeaR 2025 Algorithmic Recourse for Long-Term Improvement ICML 2025 Algorithmic Stability Based Generalization Bounds for Adversarial Training ICLR 2025 Algorithms and Hardness for Active Learning on Graphs ICML 2025 Algorithms for ridge estimation with convergence guarantees JMLR 2025 Algorithms with Calibrated Machine Learning Predictions ICML 2025 A Lightweight Sparse Interaction Network for Time Series Forecasting AAAI 2025 Align Attention Heads Before Merging Them: An Effective Way for Converting MHA to GQA EMNLP 2025 Align-A-Video: Deterministic Reward Tuning of Image Diffusion Models for Consistent Video Editing CVPR 2025 Aligned Multi Objective Optimization ICML 2025 AlignGuard: Scalable Safety Alignment for Text-to-Image Generation ICCV 2025 Aligning Constraint Generation with Design Intent in Parametric CAD ICCV 2025 Aligning Dialogue Agents with Global Feedback via Large Language Model Multimodal Reward Decomposition EMNLP 2025 Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering ACL 2025 Aligning Protein Conformation Ensemble Generation with Physical Feedback ICML 2025 Aligning Sentence Simplification with ESL Learner’s Proficiency for Language Acquisition NAACL 2025 AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment CVPR 2025 Alignment of CNN and Human Judgments of Geometric and Topological Concepts AAAI 2025 Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment AAAI 2025 ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Party LLM Data Valuation NAACL 2025