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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)

Annotation-Efficient Coreset Selection for Context-dependent Segmentation CVPR 2026 Anomaly as Non-Conformity via Training-Free Graph Laplacian Energy Minimization CVPR 2026 An Optimal Transport-driven Approach for Cultivating Latent Space in Online Incremental Learning CVPR 2026 A Novel Sliced Fused Gromov-Wasserstein Distance AAAI 2026 AnyPro: Preference-Preserving Anycast Optimization based on Strategic AS-Path Prepending NSDI 2026 Aperiodic Tiling and Rhythmic Canons: A CP Journey AAAI 2026 Approximately Envy-free and Equitable Allocations of Indivisible Items for Non-monotone Valuations AAAI 2026 Approximation Rates for Schrödinger Bridge Potentials via Fixed-Point ERM UAI 2026 Approximations and Learning for Continuous State and Action MDPs under Average Cost Criteria JMLR 2026 A Quasi-Polynomial Time Mean Estimator Under Mean-Shift Contamination with Unknown Covariance COLT 2026 Area-Optimal Control Strategies for Heterogeneous Multi-Agent Pursuit AAAI 2026 A Scalable and Exact Relaxation for Densest k-Subgraph via Error Bounds AAAI 2026 A simple, optimal and efficient algorithm for online exp-concave optimization COLT 2026 A Single-Loop Stochastic Proximal Quasi-Newton Method for Large-Scale Nonsmooth Convex Optimization JMLR 2026 A Solution Space Transformation-Guided Co-Evolution for Energy-Saving Distributed Heterogeneous Flexible Job Shop Scheduling AAAI 2026 Assignment Problems in Cost Function Networks AAAI 2026 A Switching Framework for Online Interval Scheduling with Predictions AAAI 2026 A Symplectic Analysis of Alternating Mirror Descent JMLR 2026 A Theoretical Model for Grit in Pursuing Ambitious Ends AAAI 2026 A TSP-Based Algorithm for Multi-League Traveling Tournament AAAI 2026 B$^3$-Seg: Camera-Free, Training-Free 3DGS Segmentation via Analytic EIG and Beta-Bernoulli Bayesian Updates CVPR 2026 Balance Equation-based Distributionally Robust Offline Imitation Learning L4DC 2026 Balancing Expressivity and Learnability in Quantum Kernel Bandit Optimization UAI 2026 Bandit Learning for Online Scheduling with Immediate Decision UAI 2026 Bandit Learning in Housing Markets AAAI 2026