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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
1,353
1,441
2000
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Papers (including subtopics)

Narrative Order Aware Story Generation via Bidirectional Pretraining Model with Optimal Transport Reward EMNLP 2023 Nash Equilibria and Pitfalls of Adversarial Training in Adversarial Robustness Games AISTATS 2023 Nearest Neighbour with Bandit Feedback NeurIPS 2023 Near-Linear Time Algorithm for the Chamfer Distance NeurIPS 2023 Nearly-Linear Time and Streaming Algorithms for Outlier-Robust PCA ICML 2023 Nearly Optimal Algorithms with Sublinear Computational Complexity for Online Kernel Regression ICML 2023 Nearly Optimal Competitive Ratio for Online Allocation Problems with Two-sided Resource Constraints and Finite Requests ICML 2023 Nearly-Optimal Hierarchical Clustering for Well-Clustered Graphs ICML 2023 Nearly Tight Bounds For Differentially Private Multiway Cut NeurIPS 2023 Near-Optimal Algorithms for Private Online Optimization in the Realizable Regime ICML 2023 Near-optimal Coresets for Robust Clustering ICLR 2023 Near Optimal Heteroscedastic Regression with Symbiotic Learning COLT 2023 Near Optimal Reconstruction of Spherical Harmonic Expansions NeurIPS 2023 Near-Optimal Weighted Matrix Completion JMLR 2023 Necessary and Sufficient Conditions for Optimal Decision Trees using Dynamic Programming NeurIPS 2023 Nested Elimination: A Simple Algorithm for Best-Item Identification From Choice-Based Feedback ICML 2023 Nesterov Meets Optimism: Rate-Optimal Separable Minimax Optimization ICML 2023 Networked Restless Bandits with Positive Externalities AAAI 2023 Neural Circuits for Fast Poisson Compressed Sensing in the Olfactory Bulb NeurIPS 2023 Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization NeurIPS 2023 Neural Dependencies Emerging From Learning Massive Categories CVPR 2023 Neural Fields with Hard Constraints of Arbitrary Differential Order NeurIPS 2023 Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations NeurIPS 2023 Neural Inverse Operators for Solving PDE Inverse Problems ICML 2023 Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement NeurIPS 2023