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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)

M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design NeurIPS 2022 MABSplit: Faster Forest Training Using Multi-Armed Bandits NeurIPS 2022 Machine-Learned Prediction Equilibrium for Dynamic Traffic Assignment AAAI 2022 Machine Learning For Elliptic PDEs: Fast Rate Generalization Bound, Neural Scaling Law and Minimax Optimality ICLR 2022 Machine Learning for Online Algorithm Selection under Censored Feedback AAAI 2022 Machine Learning for Utility Prediction in Argument-Based Computational Persuasion AAAI 2022 Machine Translation Robustness to Natural Asemantic Variation EMNLP 2022 MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection ICML 2022 Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach NeurIPS 2022 Making Adversarial Examples More Transferable and Indistinguishable AAAI 2022 Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels NeurIPS 2022 Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure NeurIPS 2022 Making SGD Parameter-Free COLT 2022 MAML and ANIL Provably Learn Representations ICML 2022 Mandarin nasal place assimilation revisited: an acoustic study Interspeech 2022 Mandarin Tone Sandhi Realization: Evidence from Large Speech Corpora Interspeech 2022 Manifold Coordinates with Physical Meaning JMLR 2022 Manifold Interpolating Optimal-Transport Flows for Trajectory Inference NeurIPS 2022 Manifold’s English-Chinese System at WMT22 General MT Task EMNLP 2022 Many processors, little time: MCMC for partitions via optimal transport couplings AISTATS 2022 MAPF-LNS2: Fast Repairing for Multi-Agent Path Finding via Large Neighborhood Search AAAI 2022 Map Induction: Compositional spatial submap learning for efficient exploration in novel environments ICLR 2022 Mapping conditional distributions for domain adaptation under generalized target shift ICLR 2022 Mappings for Marginal Probabilities with Applications to Models in Statistical Physics JMLR 2022 Marginal Distribution Adaptation for Discrete Sets via Module-Oriented Divergence Minimization ICML 2022