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Optimization

14,850 papers (55 classified directly here)

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

Continuous Optimization (4,424) Stochastic Methods (2,991) Combinatorial Optimization (2,615) Online Algorithms (2,404) Optimization (1,521) Game Theory (1,046) Convex Optimization (864) Discrete Optimization (721) Optimal Transport (474) Sparse Optimization (416) Optimal Control (271) Global Optimization (200) Non-Convex Optimization (182) Distributed Learning (164) Approximation Algorithms (162) Multi-Objective Optimization (151) Distributed Optimization (136) Bayesian Optimization (132) Theory (109) Compressed Sensing (102) Algorithms (89) Robust Optimization (86) Submodular Optimization (77) Kernel Methods (75) Evolutionary Algorithm (72) Linear Programming (54) Tensor Decomposition (48) Bilevel Optimization (42) Integer Programming (38) Matrix Completion (33) Algorithm (21) Regularization (11)

Papers per year

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16
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440
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2000
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Papers (including subtopics)

Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed Bandits ICML 2022 Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport NeurIPS 2022 Adaptive Greedy Algorithm for Moderately Large Dimensions in Kernel Conditional Density Estimation JMLR 2022 Adaptive Importance Sampling meets Mirror Descent : a Bias-variance Tradeoff AISTATS 2022 Adaptively Partitioning Max-Affine Estimators for Convex Regression AISTATS 2022 Adaptive Oracle-Efficient Online Learning NeurIPS 2022 Adaptive Random Walk Gradient Descent for Decentralized Optimization ICML 2022 Adaptive Stochastic MPC under Unknown Noise Distribution L4DC 2022 Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization NeurIPS 2022 Additive Nonlinear Quantile Regression in Ultra-high Dimension JMLR 2022 A Deep Reinforcement Learning Framework for Column Generation NeurIPS 2022 Adiabatic Quantum Computing for Multi Object Tracking CVPR 2022 A Difference Standardization Method for Mutual Transfer Learning ICML 2022 A Differentially Private Linear-Time fPTAS for the Minimum Enclosing Ball Problem NeurIPS 2022 A Dimensionality Reduction Method for Finding Least Favorable Priors with a Focus on Bregman Divergence AISTATS 2022 A Divide and Conquer Algorithm for Predict+Optimize with Non-convex Problems AAAI 2022 Adversarial Attacks on Gaussian Process Bandits ICML 2022 Adversarially Robust Kernel Smoothing AISTATS 2022 Adversarial Tracking Control via Strongly Adaptive Online Learning with Memory AISTATS 2022 A Fast Algorithm for PAC Combinatorial Pure Exploration AAAI 2022 A fast and accurate splitting method for optimal transport: analysis and implementation ICLR 2022 A Fast Local Search Algorithm for the Latin Square Completion Problem AAAI 2022 A Fast Scale-Invariant Algorithm for Non-negative Least Squares with Non-negative Data NeurIPS 2022 A First Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm II (NSGA-II) AAAI 2022 A framework for bilevel optimization that enables stochastic and global variance reduction algorithms NeurIPS 2022