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
'20
'25
Papers (including subtopics)
Approximately Stationary Bandits with Knapsacks
COLT 2023
Approximate Vanishing Ideal Computations at Scale
ICLR 2023
Approximating a RUM from Distributions on k-Slates
AISTATS 2023
Approximating probabilistic explanations via supermodular minimization
UAI 2023
Approximation Algorithms for Fair Range Clustering
ICML 2023
Approximations for Indivisible Concave Allocations with Applications to Nash Welfare Maximization
AAAI 2023
A Prediction-and-Scheduling Framework for Efficient Order Transfer in Logistics
IJCAI 2023
A principled framework for the design and analysis of token algorithms
AISTATS 2023
A Proof That Using Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective Optimisation
AAAI 2023
A Quantitative Game-theoretical Study on Externalities of Long-lasting Humanitarian Relief Operations in Conflict Areas
IJCAI 2023
A Query Algorithm for Learning a Spanning Forest in Weighted Undirected Graphs
ALT 2023
A Randomized Approach to Tight Privacy Accounting
NeurIPS 2023
A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs
JMLR 2023
A Riemannian Exponential Augmented Lagrangian Method for Computing the Projection Robust Wasserstein Distance
NeurIPS 2023
A Robust and Opponent-Aware League Training Method for StarCraft II
NeurIPS 2023
A Robust Exact Algorithm for the Euclidean Bipartite Matching Problem
NeurIPS 2023
A Sampling-Based Approach for Heterogeneous Coalition Scheduling with Temporal Uncertainty
RSS 2023
A Scalable Frank-Wolfe-Based Algorithm for the Max-Cut SDP
ICML 2023
A Second-Order Method for Stochastic Bandit Convex Optimisation
COLT 2023
A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation
WACV 2023
A Single-Loop Accelerated Extra-Gradient Difference Algorithm with Improved Complexity Bounds for Constrained Minimax Optimization
NeurIPS 2023
A Smooth Binary Mechanism for Efficient Private Continual Observation
NeurIPS 2023
A Study of Students’ Learning of Computing through an LP-Based Integrated Curriculum for Middle Schools
AAAI 2023
Asymptotically Optimal Quantile Pure Exploration for Infinite-Armed Bandits
NeurIPS 2023
Asymptotic confidence sets for random linear programs
COLT 2023