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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
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2000
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Papers (including subtopics)

High Probability Convergence Guarantees of Stochastic Gradient Descent Ascent in Structured Nonconvex Min-Max Games COLT 2026 How Hard Is It to Rig a Tournament When Few Players Can Beat or Be Beaten by the Favorite? AAAI 2026 How Many Features Can a Language Model Store Under the Linear Representation Hypothesis? COLT 2026 HumanBA: Human-Aware Bundle Adjustment via Global Human-Camera Decoupling CVPR 2026 Hybrid Restricted Master Problem for Boolean Matrix Factorisation AAAI 2026 Identifying Imperfect Clones in Elections AAAI 2026 Immunizing Models Against Harmful Long-Horizon Fine-Tuning via Contractive Optimization Dynamics CVPR 2026 Improved Algorithms for Trip-Vehicle Assignment in Ride-Sharing AAAI 2026 Improved Differentially Private Algorithms for Rank Aggregation AAAI 2026 Improved Fully Dynamic Submodular Maximization Under Matroid Constraints AAAI 2026 Improved Runtime Guarantees for the SPEA2 Multi-Objective Optimizer AAAI 2026 Improved Streaming Algorithm for Fair k-Center Clustering AAAI 2026 Inference Offloading for Cost-Sensitive Binary Classification at the Edge AAAI 2026 Information-Theoretic Bayesian Optimization for Bilevel Optimization Problems UAI 2026 Information Theoretic Bayesian Optimization over the Probability Simplex UAI 2026 Interactive Multi-Objective Probabilistic Preference Learning with Soft and Hard Bounds UAI 2026 Intraoperative 2D/3D Registration via Spherical Similarity Learning and Differentiable Levenberg-Marquardt Optimization WACV 2026 Kareus: Joint Reduction of Dynamic and Static Energy in Large Model Training OSDI 2026 Koopman-BoxQP: Solving Large-Scale NMPC at kHz Rates L4DC 2026 Landscape-Awareness for Geometric View Diffusion Model CVPR 2026 Large Average Subtensor Problem: Ground-State, Algorithms, and Algorithmic Barriers ALT 2026 Last-iterate Convergence for Symmetric, General-sum, 2 × 2 Games Under The Exponential Weights Dynamic ALT 2026 Last-Iterate Convergence of Randomized Kaczmarz and SGD with Greedy Step Size COLT 2026 Latent Linear Quadratic Regulator for Robotic Control Tasks L4DC 2026 Learnability-Driven Submodular Optimization for Active Roadside 3D Detection CVPR 2026