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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)

Feasibility-Driven Trust Region Bayesian Optimization AutoML 2025 Feasible Action Search for Bandit Linear Programs via Thompson Sampling ICML 2025 Feature out! Let Raw Image as Your Condition for Blind Face Restoration ICML 2025 FedCross: Intertemporal Federated Learning Under Evolutionary Games AAAI 2025 Federated Assemblies AAAI 2025 Federated Binary Matrix Factorization Using Proximal Optimization AAAI 2025 Feedback Schrödinger Bridge Matching ICLR 2025 Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset ICLR 2025 Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization ICLR 2025 FFCG: Effective and Fast Family Column Generation for Solving Large-Scale Linear Program AAAI 2025 FIND: A Framework for Discovering Formulas in Data AAAI 2025 Finding Interior Optimum of Black-box Constrained Objective with Bayesian Optimization UAI 2025 Finding Local Diffusion Schrodinger Bridge using Kolmogorov-Arnold Network CVPR 2025 Finding Possible Winners in Spatial Voting with Incomplete Information IJCAI 2025 Finding Wasserstein Ball Center: Efficient Algorithm and The Applications in Fairness ICML 2025 Fine-grained Analysis and Faster Algorithms for Iteratively Solving Linear Systems JMLR 2025 Finite Expression Method for Solving High-Dimensional Partial Differential Equations JMLR 2025 Finite Sample Analysis of Tensor Decomposition for Learning Mixtures of Linear Systems L4DC 2025 Finite-Time Analysis of Discrete-Time Stochastic Interpolants ICML 2025 Finite-Time Convergence Rates in Stochastic Stackelberg Games with Smooth Algorithmic Agents ICML 2025 Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding CVPR 2025 FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems CVPR 2025 FISTAPruner: Layer-wise Post-training Pruning for Large Language Models EMNLP 2025 Fixed-Budget Change Point Identification in Piecewise Constant Bandits AISTATS 2025 Fixed-Confidence Multiple Change Point Identification under Bandit Feedback ICML 2025