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
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'25
Papers (including subtopics)
Clustering Items through Bandit Feedback: Finding the Right Feature out of Many
ICML 2025
Clustering with bandit feedback: breaking down the computation/information gap
ALT 2025
CODEOFCONDUCT at Multilingual Counterspeech Generation: A Context-Aware Model for Robust Counterspeech Generation in Low-Resource Languages
COLING 2025
Coevolutionary Emergent Systems Optimization with Applications to Ultra-High-Dimensional Metasurface Design : OAM Wave Manipulation
UAI 2025
COExpander: Adaptive Solution Expansion for Combinatorial Optimization
ICML 2025
CoffeeBoost: Gradient Boosting Native Conformal Inference for Bayesian Optimization
AAAI 2025
Color Transfer with Modulated Flows
AAAI 2025
COM-BOM: Bayesian Exemplar Search for Efficiently Exploring the Accuracy-Calibration Pareto Frontier
EMNLP 2025
Commitment to Sparse Strategies in Two-Player Games
AAAI 2025
Competing Bandits in Matching Markets via Super Stability
ICML 2025
Competitively Consistent Clustering
ICML 2025
CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System
ACL 2025
Complexity Lower Bounds of Adaptive Gradient Algorithms for Non-convex Stochastic Optimization under Relaxed Smoothness
ICLR 2025
Compositional Targeted Multi-Label Universal Perturbations
CVPR 2025
Computational Equivalence of Spiked Covariance and Spiked Wigner Models via Gram-Schmidt Perturbation
COLT 2025
Computational Explorations of Total Variation Distance
ICLR 2025
Computational Intractability of Strategizing against Online Learners
COLT 2025
Computationally Hard Problems Are Hard for QBF Proof Systems Too
AAAI 2025
Computing Circuits Optimization via Model-Based Circuit Genetic Evolution
ICLR 2025
Computing High-dimensional Confidence Sets for Arbitrary Distributions
COLT 2025
Computing high-dimensional optimal transport by flow neural networks
AISTATS 2025
Computing Optimal Regularizers for Online Linear Optimization
COLT 2025
Computing Optimal Transport Maps and Wasserstein Barycenters Using Conditional Normalizing Flows
ICML 2025
Computing Quasi-Nash Equilibria via Gradient-Response Schemes
L4DC 2025
Computing Voting Rules with Improvement Feedback
ICML 2025