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)
Robust Algorithms for Finding Cliques in Random Intersection Graphs via Sum-of-Squares
COLT 2026
Robust Decision-Focused Learning via Worst-Case Regret Minimization
UAI 2026
Robust High-Order Tensor Compressive Sensing Based on M-Estimators
AAAI 2026
Robust Least-Squares Optimization for Data-Driven Predictive Control: A Geometric Approach
L4DC 2026
Robust SDE Parameter Estimation Under Missing Time Information Setting
AAAI 2026
Safeguarding LLM Fine-tuning via Push-Pull Distributional Alignment
ACL 2026
Scale-Net: A Hierarchical U-Net Framework for Cross-Scale Generalization in Multi-Task Vehicle Routing
AAAI 2026
Scaling Multi-Identity Consistency for Image Customization via Multi-to-Multi Matching Paradigm
CVPR 2026
S-D-RSM: Stochastic Distributed Regularized Splitting Method for Large-Scale Convex Optimization Problems
AAAI 2026
Self-Attention Driven Tensor Representation for High-Order Data Recovery
CVPR 2026
Sequential Selling with Sunk Cost Bias
AAAI 2026
ShadowDraw: From Any Object to Shadow-Drawing Compositional Art
CVPR 2026
Shapley Value Approximation Based on k-Additive Games
AAAI 2026
Simple but Effective Triplet-Based Compression Strategies for Compact Visual Localization
CVPR 2026
Sink equilibria and the attractors of learning in games
ALT 2026
skwdro: a library for Wasserstein distributionally robust machine learning
JMLR 2026
SLATE: Service Layer Traffic Engineering
NSDI 2026
SOCIA-EVO: Automated Simulator Construction via Dual-Anchored Bi-Level Optimization
ACL 2026
SPADE: Signal-Aware DAG Scheduling and Dynamic Provisioning for Data Processing Clusters
OSDI 2026
SparseOIT: Improving Order-Independent Transparency 3DGS via Active Set Method
CVPR 2026
Spatial Branch-and-Bound for Computing Multiplayer Nash Equilibrium
AAAI 2026
Spectral Valleys and Sharp Failures in Greedy Determinant Maximization
COLT 2026
Spectrum from Defocus: Fast Spectral Imaging with Chromatic Focal Stack
CVPR 2026
Steering Where to Diffuse: Generative Modeling of Phenotypic Response Simulation with Steered Diffusion Bridge
CVPR 2026
Stimpack: An Adaptive Rendering Optimization System for Scalable Cloud Gaming
NSDI 2026