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
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Papers (including subtopics)
ContactOpt: Optimizing Contact To Improve Grasps
CVPR 2021
Contextual Blocking Bandits
AISTATS 2021
Contextual Recommendations and Low-Regret Cutting-Plane Algorithms
NeurIPS 2021
Continuized Accelerations of Deterministic and Stochastic Gradient Descents, and of Gossip Algorithms
NeurIPS 2021
Continuous Mean-Covariance Bandits
NeurIPS 2021
Continuous-time edge modelling using non-parametric point processes
NeurIPS 2021
Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization
ICLR 2021
Continuum-Armed Bandits: A Function Space Perspective
AISTATS 2021
Contract-based Inter-user Usage Coordination in Free-floating Car Sharing
AAAI 2021
Contracting Wide-area Network Topologies to Solve Flow Problems Quickly
NSDI 2021
Contract Scheduling With Predictions
AAAI 2021
Contrastive Losses and Solution Caching for Predict-and-Optimize
IJCAI 2021
Controlled Text Generation as Continuous Optimization with Multiple Constraints
NeurIPS 2021
Control of Unknown (Linear) Systems with Receding Horizon Learning
L4DC 2021
Convergence Analysis of No-Regret Bidding Algorithms in Repeated Auctions
AAAI 2021
Convergence behavior of belief propagation: estimating regions of attraction via Lyapunov functions
UAI 2021
Convergence of adaptive algorithms for constrained weakly convex optimization
NeurIPS 2021
Convergence rates and approximation results for SGD and its continuous-time counterpart
COLT 2021
Convex Clustering: Model, Theoretical Guarantee and Efficient Algorithm
JMLR 2021
Convex-Concave Min-Max Stackelberg Games
NeurIPS 2021
Convex Potential Flows: Universal Probability Distributions with Optimal Transport and Convex Optimization
ICLR 2021
Convex Regularization in Monte-Carlo Tree Search
ICML 2021
ConvexVST: A Convex Optimization Approach to Variance-stabilizing Transformation
ICML 2021
Cooperative and Stochastic Multi-Player Multi-Armed Bandit: Optimal Regret With Neither Communication Nor Collisions
COLT 2021
Cooperative Stochastic Bandits with Asynchronous Agents and Constrained Feedback
NeurIPS 2021