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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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Papers (including subtopics)

Corralling a Larger Band of Bandits: A Case Study on Switching Regret for Linear Bandits COLT 2022 Correlated Quantization for Distributed Mean Estimation and Optimization ICML 2022 Correlation Clustering via Strong Triadic Closure Labeling: Fast Approximation Algorithms and Practical Lower Bounds ICML 2022 Corruption-Robust Contextual Search through Density Updates COLT 2022 Cost Ensemble with Gradient Selecting for GANs IJCAI 2022 Counterfactual Plans under Distributional Ambiguity ICLR 2022 Counterfactual Temporal Point Processes NeurIPS 2022 Counting, Sampling, and Synthesis: The Quest for Scalability IJCAI 2022 Coupled Iterative Refinement for 6D Multi-Object Pose Estimation CVPR 2022 coVariance Neural Networks NeurIPS 2022 Creating Dynamic Checklists via Bayesian Case-Based Reasoning: Towards Decent Working Conditions for All IJCAI 2022 Creative Text-to-Image Generation: Suggestions for a Benchmark AACL 2022 CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and Summarization EMNLP 2022 Critical Points in Quantum Generative Models ICLR 2022 Cross-dialect lexicon optimisation for an endangered language ASR system: the case of Irish Interspeech 2022 Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification AAAI 2022 Cross-Domain Imitation Learning via Optimal Transport ICLR 2022 Cross-Loss Influence Functions to Explain Deep Network Representations AISTATS 2022 Cross-Scale Vector Quantization for Scalable Neural Speech Coding Interspeech 2022 Crowd Counting in the Frequency Domain CVPR 2022 Cryptographic Hardness of Learning Halfspaces with Massart Noise NeurIPS 2022 CTC Variations Through New WFST Topologies Interspeech 2022 CTL++: Evaluating Generalization on Never-Seen Compositional Patterns of Known Functions, and Compatibility of Neural Representations EMNLP 2022 CUNI-Bergamot Submission at WMT22 General Translation Task EMNLP 2022 Curiosity-Driven Exploration via Latent Bayesian Surprise AAAI 2022