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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)

Ordinal Hedonic Seat Arrangement under Restricted Preference Domains: Swap Stability and Popularity IJCAI 2023 Orthogonal Directions Constrained Gradient Method: from non-linear equality constraints to Stiefel manifold COLT 2023 OT-Filter: An Optimal Transport Filter for Learning With Noisy Labels CVPR 2023 Outlier Robust Adversarial Training ACML 2023 Outlier-Robust Gromov-Wasserstein for Graph Data NeurIPS 2023 Outlier-Robust Wasserstein DRO NeurIPS 2023 Overcoming Prior Misspecification in Online Learning to Rank AISTATS 2023 Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points ICML 2023 PAC-Bayesian Learning of Optimization Algorithms AISTATS 2023 Paging with Succinct Predictions ICML 2023 Parallel Index-Based Search Algorithm for Coalition Structure Generation (Student Abstract) AAAI 2023 Parallel Submodular Function Minimization NeurIPS 2023 Parameterized Algorithms for Colored Clustering AAAI 2023 Parameterized Cost Volume for Stereo Matching ICCV 2023 Parameterized Local Search for Max c-Cut IJCAI 2023 Pareto Regret Analyses in Multi-objective Multi-armed Bandit ICML 2023 Partial Optimality in Cubic Correlation Clustering ICML 2023 Participatory Budgeting with Multiple Degrees of Projects and Ranged Approval Votes IJCAI 2023 Particle algorithms for maximum likelihood training of latent variable models AISTATS 2023 PASTA: Pessimistic Assortment Optimization ICML 2023 Path following algorithms for ℓ_2-regularized M-estimation with approximation guarantee NeurIPS 2023 PathLAD+: An Improved Exact Algorithm for Subgraph Isomorphism Problem IJCAI 2023 Path Planning for Multiple Tethered Robots Using Topological Braids RSS 2023 Payoff-based Learning with Matrix Multiplicative Weights in Quantum Games NeurIPS 2023 Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources NeurIPS 2023