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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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2000
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Papers (including subtopics)

Weighted Euclidean Distance Matrices over Mixed Continuous and Categorical Inputs for Gaussian Process Models AISTATS 2025 Weighted Poisson-disk Resampling on Large-Scale Point Clouds AAAI 2025 Welfare-Optimal Serial Dictatorships Have Polynomial Query Complexity AAAI 2025 WGFormer: An SE(3)-Transformer Driven by Wasserstein Gradient Flows for Molecular Ground-State Conformation Prediction ICML 2025 When and why randomised exploration works (in linear bandits) ALT 2025 When Extragradient Meets PAGE: Bridging Two Giants to Boost Variational Inequalities UAI 2025 When Schrodinger Bridge Meets Real-World Image Dehazing with Unpaired Training ICCV 2025 When to Forget? Complexity Trade-offs in Machine Unlearning ICML 2025 Witty: An Efficient Solver for Computing Minimum-Size Decision Trees AAAI 2025 Your Assumed DAG is Wrong And Here’s How To Deal With It CLeaR 2025 ZEN: Empowering Distributed Training with Sparsity-driven Data Synchronization OSDI 2025 Zeroth-Order Methods for Nonconvex Stochastic Problems with Decision-Dependent Distributions AAAI 2025 Α Descent-based Method on the Duality Gap for Solving Zero-sum Games IJCAI 2025 1/2-Approximate MMS Allocation for Separable Piecewise Linear Concave Valuations AAAI 2024 A 4-Approximation Algorithm for Min Max Correlation Clustering AISTATS 2024 A Bayesian Learning Algorithm for Unknown Zero-sum Stochastic Games with an Arbitrary Opponent AISTATS 2024 A Best-of-both-worlds Algorithm for Bandits with Delayed Feedback with Robustness to Excessive Delays NeurIPS 2024 A Better Approximation for Bipartite Traveling Tournament in Inter-League Sports Scheduling IJCAI 2024 A Bregman Proximal Stochastic Gradient Method with Extrapolation for Nonconvex Nonsmooth Problems AAAI 2024 Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses AISTATS 2024 Abstract Action Scheduling for Optimal Temporal Planning via OMT AAAI 2024 Accelerated Algorithms for Constrained Nonconvex-Nonconcave Min-Max Optimization and Comonotone Inclusion ICML 2024 Accelerated Gradient Tracking over Time-varying Graphs for Decentralized Optimization JMLR 2024 Accelerated Parameter-Free Stochastic Optimization COLT 2024 Accelerated Policy Gradient for s-rectangular Robust MDPs with Large State Spaces ICML 2024