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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)

Affine Rank Minimization via Asymptotic Log-Det Iteratively Reweighted Least Squares JMLR 2025 A First Runtime Analysis of NSGA-III on a Many-Objective Multimodal Problem: Provable Exponential Speedup via Stochastic Population Update IJCAI 2025 A Game-Theoretic Perspective on Inconsistency Handling IJCAI 2025 A Generalization Result for Convergence in Learning-to-Optimize ICML 2025 A graphical global optimization framework for parameter estimation of statistical models with nonconvex regularization functions AISTATS 2025 A Hybrid Framework for Airfoil Optimization: Combining PINNs and Genetic Algorithm (Student Abstract) AAAI 2025 AI-Powered Algorithm-Centric Quantum Processor Topology Design AAAI 2025 AKORN: Adaptive Knots generated Online for RegressioN splines ICML 2025 Algorithmic Composition Using Narrative Structure and Tension IJCAI 2025 Algorithmic Recourse for Long-Term Improvement ICML 2025 Algorithms for ridge estimation with convergence guarantees JMLR 2025 Algorithms for Sparse LPN and LSPN Against Low-noise (extended abstract) COLT 2025 Algorithms with Calibrated Machine Learning Predictions ICML 2025 A Linear N-Point Solver for Structure and Motion from Asynchronous Tracks ICCV 2025 A Little Subsidy Ensures MMS Allocation for Three Agents IJCAI 2025 “All-Something-Nothing” Phase Transitions in Planted k-Factor Recovery (Extended Abstract) COLT 2025 Almost Optimal Batch-Regret Tradeoff for Batch Linear Contextual Bandits ICLR 2025 Almost Optimal Fully Dynamic k-Center Clustering with Recourse ICML 2025 ALRMR-GEC: Adjusting Learning Rate Based on Memory Rate to Optimize the Edit Scorer for Grammatical Error Correction AAAI 2025 Alternating Regret for Online Convex Optimization COLT 2025 A Many-Objective Problem Where Crossover Is Provably Indispensable AAAI 2025 A Matching-Based Algorithm for the Traveling Tournament Problem AAAI 2025 A Model for Combinatorial Dictionary Learning and Inference ALT 2025 A Multiagent Path Search Algorithm for Large-Scale Coalition Structure Generation AAAI 2025 An Adaptive Parameter-free and Projection-free Restarting Level Set Method for Constrained Convex Optimization Under the Error Bound Condition JMLR 2025