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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
133
440
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2000
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Papers (including subtopics)

An Online Learning Approach to Sequential User-Centric Selection Problems AAAI 2022 Anonymous Bandits for Multi-User Systems NeurIPS 2022 An Optimal Algorithm for Strongly Convex Minimization under Affine Constraints AISTATS 2022 An Optimal Transport Approach to Deep Metric Learning (Student Abstract) AAAI 2022 A norm optimisation approach to SDGs: tackling poverty by acting on discrimination IJCAI 2022 A Novel Approach to Solving Goal-Achieving Problems for Board Games AAAI 2022 Anytime Capacity Expansion in Medical Residency Match by Monte Carlo Tree Search IJCAI 2022 Anytime Guarantees under Heavy-Tailed Data AAAI 2022 APES: Articulated Part Extraction From Sprite Sheets CVPR 2022 A Piecewise Learning Framework for Control of Unknown Nonlinear Systems with Stability Guarantees L4DC 2022 A Polynomial-time Decentralised Algorithm for Coordinated Management of Multiple Intersections IJCAI 2022 Approaching Quartic Convergence Rates for Quasi-Stochastic Approximation with Application to Gradient-Free Optimization NeurIPS 2022 Approval-Based Committee Voting under Incomplete Information AAAI 2022 Approval with Runoff IJCAI 2022 Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss NeurIPS 2022 Approximate Frank-Wolfe Algorithms over Graph-structured Support Sets ICML 2022 Approximate Function Evaluation via Multi-Armed Bandits AISTATS 2022 Approximately EFX Allocations for Indivisible Chores IJCAI 2022 Approximate Secular Equations for the Cubic Regularization Subproblem NeurIPS 2022 Approximate Strategyproof Mechanisms for the Additively Separable Group Activity Selection Problem IJCAI 2022 Approximate Top-m Arm Identification with Heterogeneous Reward Variances AISTATS 2022 A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization NeurIPS 2022 A Provably-Efficient Model-Free Algorithm for Infinite-Horizon Average-Reward Constrained Markov Decision Processes AAAI 2022 A Quadrature Rule combining Control Variates and Adaptive Importance Sampling NeurIPS 2022 ARCS: Accurate Rotation and Correspondence Search CVPR 2022