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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)

A linear time approximation of Wasserstein distance with word embedding selection EMNLP 2023 A Line-Search Descent Algorithm for Strict Saddle Functions with Complexity Guarantees JMLR 2023 Allocating Divisible Resources on Arms with Unknown and Random Rewards COLT 2023 AllSim: Simulating and Benchmarking Resource Allocation Policies in Multi-User Systems NeurIPS 2023 Almost Cost-Free Communication in Federated Best Arm Identification AAAI 2023 Almost Linear Constant-Factor Sketching for ℓ_1 and Logistic Regression ICLR 2023 Alternating Local Enumeration (TnALE): Solving Tensor Network Structure Search with Fewer Evaluations ICML 2023 Alternating Projected SGD for Equality-constrained Bilevel Optimization AISTATS 2023 Alternation makes the adversary weaker in two-player games NeurIPS 2023 A Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm III (NSGA-III) IJCAI 2023 A Multi-Surrogate Assisted Salp Swarm Feature Selection Algorithm with Multi-Population Adaptive Generation Strategy for Classification ACML 2023 ANACONDA: An Improved Dynamic Regret Algorithm for Adaptive Non-Stationary Dueling Bandits AISTATS 2023 An active learning framework for multi-group mean estimation NeurIPS 2023 Analyzing and Improving the Use of the FastMap Embedding in Pathfinding Tasks AAAI 2023 An Annotated Graph Model with Differential Degree Heterogeneity for Directed Networks JMLR 2023 A Nearly-Optimal Bound for Fast Regression with ℓ_∞ Guarantee ICML 2023 A near-optimal high-probability swap-Regret upper bound for multi-agent bandits in unknown general-sum games UAI 2023 An Efficient Multi-solution Solver for the Inverse Kinematics of 3-Section Constant-Curvature Robots RSS 2023 A Neural PDE Solver with Temporal Stencil Modeling ICML 2023 A Neural State-Space Modeling Approach to Efficient Speech Separation Interspeech 2023 A New Look at Dynamic Regret for Non-Stationary Stochastic Bandits JMLR 2023 An Exact Algorithm for the Minimum Dominating Set Problem IJCAI 2023 An Exploration-by-Optimization Approach to Best of Both Worlds in Linear Bandits NeurIPS 2023 An Homogeneous Unbalanced Regularized Optimal Transport Model with Applications to Optimal Transport with Boundary AISTATS 2023 AnimateSVG: Autonomous Creation and Aesthetics Evaluation of Scalable Vector Graphics Animations for the Case of Brand Logos AAAI 2023