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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)

Optimal Bounds for Tyler’s M-Estimator for Elliptical Distributions ALT 2026 Optimal control of the future via prospective learning with control L4DC 2026 Optimal Hardness of Online Algorithms for Large Common Induced Subgraphs COLT 2026 Optimal Software Pipelining and Warp Specialization for Tensor Core GPUs OSDI 2026 Optimal Variance-Dependent Regret Bounds for Infinite-Horizon MDPs COLT 2026 Optimization of Multi-Agent Flying Sidekick Traveling Salesman Problem over Road Networks AAAI 2026 Optimizing Ride-Pooling Operations with Extended Pickup and Drop-Off Flexibility AAAI 2026 Ordered Local Momentum for Asynchronous Distributed Learning Under Arbitrary Delays AAAI 2026 Ordered Objectives in Maximum Satisfiability AAAI 2026 Ordinal Secretaries with Advice AAAI 2026 Orthogonal Spatial-Aware Multi-View Anchor Graph Clustering for Incomplete Remote Sensing Data CVPR 2026 Overlap Analysis of the Shortest Path Problem: Local Search, Landscapes, and Franz-Parisi Potential COLT 2026 Pacing Equilibria in Second-Price Auctions with Few Buyers AAAI 2026 Parallel Rigidity Matters for Bundle Adjustment CVPR 2026 Pareto-Optimal Probabilistic Explanations: Balancing Cognitive Constraints and User Preferences UAI 2026 Particle Dynamics for Latent-Variable Energy-Based Models UAI 2026 PEOAT: Personalization-Guided Evolutionary Question Assembly for One-Shot Adaptive Testing AAAI 2026 Phase Transition in Convex Relaxations for Graph Alignment COLT 2026 PhaseWin Search Framework Enable Efficient Object-Level Interpretation CVPR 2026 Picking a Representative Set of Solutions in Multiobjective Optimization: Axioms, Algorithms, and Experiments AAAI 2026 Plug-and-Play PDE Optimization for 3D Gaussian Splatting: Toward High-Quality Rendering and Reconstruction CVPR 2026 Positive Definite Sparse Covariance Estimation via Dual Space Optimization AAAI 2026 Practical, Utilitarian Algorithm Configuration AAAI 2026 Private Frequency Estimation via Residue Number Systems AAAI 2026 Probing EFX via PMMS: (Non-)Existence Results in Discrete Fair Division AAAI 2026