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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)

Extreme k-Center Clustering AAAI 2021 Extreme Memorization via Scale of Initialization ICLR 2021 Facility’s Perspective to Fair Facility Location Problems AAAI 2021 Factor-analytic inverse regression for high-dimension, small-sample dimensionality reduction ICML 2021 Factored Policy Gradients: Leveraging Structure for Efficient Learning in MOMDPs NeurIPS 2021 Factorising Meaning and Form for Intent-Preserving Paraphrasing ACL 2021 Factorization Machines with Regularization for Sparse Feature Interactions JMLR 2021 Failures of Model-dependent Generalization Bounds for Least-norm Interpolation JMLR 2021 Fair and Efficient Allocations under Subadditive Valuations AAAI 2021 Fair and Efficient Allocations with Limited Demands AAAI 2021 FairBatch: Batch Selection for Model Fairness ICLR 2021 Fair Clustering Under a Bounded Cost NeurIPS 2021 Fair Comparison: Quantifying Variance in Results for Fine-Grained Visual Categorization WACV 2021 Fair Influence Maximization: a Welfare Optimization Approach AAAI 2021 Fairness and Bias in Online Selection ICML 2021 Fairness for Image Generation with Uncertain Sensitive Attributes ICML 2021 Fairness in Forecasting and Learning Linear Dynamical Systems AAAI 2021 Fairness in Long-Term Participatory Budgeting IJCAI 2021 False Discovery Rates in Biological Networks AISTATS 2021 Fantastic Four: Differentiable and Efficient Bounds on Singular Values of Convolution Layers ICLR 2021 Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification CVPR 2021 Far-Field Speaker Localization and Adaptive GLMB Tracking Interspeech 2021 Fast active learning for pure exploration in reinforcement learning ICML 2021 Fast Algorithms for L_∞-constrained S-rectangular Robust MDPs NeurIPS 2021 Fast Algorithms for Relational Marginal Polytopes IJCAI 2021