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)
Online k-means Clustering
AISTATS 2021
Online Knapsack with Frequency Predictions
NeurIPS 2021
Online Learning for Load Balancing of Unknown Monotone Resource Allocation Games
ICML 2021
Online Learning from Optimal Actions
COLT 2021
Online learning in MDPs with linear function approximation and bandit feedback.
NeurIPS 2021
Online Learning in Periodic Zero-Sum Games
NeurIPS 2021
Online Learning in Variable Feature Spaces under Incomplete Supervision
AAAI 2021
Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort
ACL 2021
Online Learning of Facility Locations
ALT 2021
Online Learning with Optimism and Delay
ICML 2021
Online Learning with Simple Predictors and a Combinatorial Characterization of Minimax in 0/1 Games
COLT 2021
Online Market Equilibrium with Application to Fair Division
NeurIPS 2021
Online Matching in Sparse Random Graphs: Non-Asymptotic Performances of Greedy Algorithm
NeurIPS 2021
Online Non-Monotone DR-Submodular Maximization
AAAI 2021
Online Optimal Control with Affine Constraints
AAAI 2021
Online Optimization in Games via Control Theory: Connecting Regret, Passivity and Poincaré Recurrence
ICML 2021
Online Policy Gradient for Model Free Learning of Linear Quadratic Regulators with $\sqrt$T Regret
ICML 2021
Online Posted Pricing with Unknown Time-Discounted Valuations
AAAI 2021
Online Risk-Averse Submodular Maximization
IJCAI 2021
Online Robust Control of Nonlinear Systems with Large Uncertainty
AISTATS 2021
Online Search with Maximum Clearance
AAAI 2021
Online Selection Problems against Constrained Adversary
ICML 2021
Online Selective Classification with Limited Feedback
NeurIPS 2021
Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits
NeurIPS 2021
Online stochastic gradient descent on non-convex losses from high-dimensional inference
JMLR 2021