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
1
2
6
6
5
16
67
72
80
102
133
171
219
398
425
440
487
649
812
1,162
1,353
1,487
1,474
1,600
1,870
1,441
372
2000
'5
'10
'15
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'25
Papers (including subtopics)
3D Gaussian Splatting from Unposed Spike Stream
CVPR 2026
A Catalyst Framework for the Quantum Linear System Problem via the Proximal Point Algorithm
AAAI 2026
Accelerated Convex Optimization via Hamiltonian Dynamics with Deterministic Integration Time
COLT 2026
Accelerated Mirror Descent for Non-Euclidean Star-convex Functions
ALT 2026
ActivePolicy: Active Gaussian Reconstruction and Optimization Strategy Based on Global-Local Information Gain
CVPR 2026
Adaptive Fidelity Estimation for Quantum Programs with Graph-Guided Noise Awareness
AAAI 2026
Adaptive Forward Stepwise: A Method for High Sparsity Regression
JMLR 2026
Adaptive Matrix Online Learning through Smoothing with Guarantees for Nonsmooth Nonconvex Optimization
COLT 2026
AdapTok: Learning Adaptive and Temporally Causal Video Tokenization in a 1D Latent Space
CVPR 2026
A Debiased LASSO Estimator for Design Matrices with Non-zero Mean Elements
UAI 2026
A Fast Solver-Free Algorithm for Traffic Engineering in Large-Scale Data Center Network
NSDI 2026
Affine Perspective-Three-Point Problem
CVPR 2026
A Fully Parameter-Free Second-Order Algorithm for Convex-Concave Minimax Problems
JMLR 2026
A Game-Theoretica Negotiation Framework for Cross-Cultural Consensus
ACL 2026
A GPU-based Constraint Programming Solver
AAAI 2026
A Graph-Theoretical Perspective on Law Design for Multiagent Systems
AAAI 2026
A Hybrid Learning-to-Optimize Framework for Mixed-Integer Quadratic Programming
L4DC 2026
A Knowledge Compilation Map for Quantum Information
AAAI 2026
Algorithms for Structured Elections Under Thiele Voting Rules
AAAI 2026
AlphaContext: An Evolutionary Tree-based Psychometric Context Generator for Creativity Assessment
ACL 2026
A More Efficient Reduction from Outlier-Aware to Outlier-Free k-Median
AAAI 2026
An accelerated proximal bundle method for convex optimization
L4DC 2026
An Adaptive Configuration-Aware Simulated Annealing for the Maximally Diverse Grouping Problem
AAAI 2026
A Natural-Gradient Approach for Nonlinear Stochastic Systems with Parameter Uncertainty
AAAI 2026
A Natural Primal-Dual Hybrid Gradient Method for Adversarial Neural Network Training on Solving Partial Differential Equation
JMLR 2026