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)
Towards Fast and Scalable Normal Integration using Continuous Components
WACV 2026
Towards Single Exponential Time for Temporal and Spatial Reasoning: A Study via Redundancy and Dynamic Programming
AAAI 2026
Towards Uncertainty-aware Unsupervised Domain Adaptation for Videos and Time-Series with Causal Optimal Transport
CVPR 2026
TRANSPORTER: Transferring Visual Semantics from VLM Manifolds
CVPR 2026
Truncated Counterfactual Learning for Anytime Multi-Agent Path Finding
AAAI 2026
UCPO: A Universal Constrained Combinatorial Optimization Method via Preference Optimization
AAAI 2026
Uncertainty-Aware Test-Time Search for Optimization Problem Solving
ACL 2026
Unified Minimax Optimization Framework for Propensity Score Estimation in Debiased Recommendation
AAAI 2026
Universal Dynamic Regret and Constraint Violation Bounds for Constrained Online Convex Optimization
ALT 2026
Universal Safety Controllers with Learned Prophecies
AAAI 2026
Unsupervised Combinatorial Probabilistic Reasoning: Probabilistic Coin Change Problem
AAAI 2026
Vanilla SGD with Momentum Survives Heavy-Tailed Noise: Convergence Analysis without Gradient Clipping or Normalization
UAI 2026
Variance Computation for Weighted Model Counting with Knowledge Compilation Approach
AAAI 2026
Variational Graph-based Normal Integration
CVPR 2026
VDOT: Efficient Unified Video Creation via Optimal Transport Distillation
CVPR 2026
Verifying Nonlinear Neural Feedback Systems using Polyhedral Enclosures
L4DC 2026
Vision-Language Model Guided Source-Free Domain Adaptation via Optimal Transport
CVPR 2026
Vocabulary Scaling Law: Tuning Open-vocabulary Predictors for Their Openness
CVPR 2026
Warm-starting active-set solvers using graph neural networks
L4DC 2026
Wasserstein Gradient Flows for Scalable and Regularized Barycenter Computation
UAI 2026
Weakest Bidder Types and New Core-Selecting Combinatorial Auctions
AAAI 2026
Which Directions Matter? Sparse Design for Affine Robust Optimization
UAI 2026
$β$-th order Acyclicity Derivatives for DAG Learning
AISTATS 2025
(1+1) Genetic Programming with Functionally Complete Instruction Sets Can Evolve Boolean Conjunctions and Disjunctions with Arbitrarily Small Error
AAAI 2025
3D Student Splatting and Scooping
CVPR 2025