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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)

Stein Variational Evolution Strategies UAI 2025 STIMULUS: Achieving Fast Convergence and Low Sample Complexity in Stochastic Multi-Objective Learning UAI 2025 Stochastic Approximation with Unbounded Markovian Noise: A General-Purpose Theorem AISTATS 2025 Stochastic Compositional Minimax Optimization with Provable Convergence Guarantees AISTATS 2025 Stochastic Gradient Descent for Bézier Simplex Representation of Pareto Set in Multi-Objective Optimization AISTATS 2025 Stochastic Gradient Estimation for Higher-Order Differentiable Rendering ICCV 2025 Stochastic Interior-Point Methods for Smooth Conic Optimization with Applications JMLR 2025 Stochastic Interpolants for Revealing Stylistic Flows across the History of Art ICCV 2025 Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback AAAI 2025 Stochastic Polyak Step-sizes and Momentum: Convergence Guarantees and Practical Performance ICLR 2025 Stochastic Smoothed Primal-Dual Algorithms for Nonconvex Optimization with Linear Inequality Constraints ICML 2025 Strategic A/B testing via Maximum Probability-driven Two-armed Bandit ICML 2025 Strategic Manipulation in Temporal Voting with Undesirable Candidates (Student Abstract) AAAI 2025 Strategic Network Creation for Enabling Greedy Routing AAAI 2025 Strategyproof Learning with Advice ALT 2025 Strategyproof Matching of Roommates and Rooms AAAI 2025 Strategyproofness and Monotone Allocation of Auction in Social Networks IJCAI 2025 Streaming Algorithms For ℓ_p Flows and ℓ_p Regression ICLR 2025 Stronger Neyman Regret Guarantees for Adaptive Experimental Design ICML 2025 Strong Screening Rules for Group-based SLOPE Models AISTATS 2025 Structured Preconditioners in Adaptive Optimization: A Unified Analysis ICML 2025 Structure-informed Risk Minimization for Robust Ensemble Learning ICML 2025 Suboptimal Search with Dynamic Distribution of Suboptimality AAAI 2025 SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence EMNLP 2025 Syntactic Control of Language Models by Posterior Inference ACL 2025