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
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Papers (including subtopics)
Online Bayesian Passive-Aggressive Learning
JMLR 2017
Online Bridged Pruning for Real-Time Search with Arbitrary Lookaheads
IJCAI 2017
Online Convex Optimization with Stochastic Constraints
NeurIPS 2017
Online Dynamic Programming
NeurIPS 2017
Online Graph Completion: Multivariate Signal Recovery in Computer Vision
CVPR 2017
Online Influence Maximization under Independent Cascade Model with Semi-Bandit Feedback
NeurIPS 2017
Online Learning for Multivariate Hawkes Processes
NeurIPS 2017
Online Learning of Optimal Bidding Strategy in Repeated Multi-Commodity Auctions
NeurIPS 2017
Online Learning with a Hint
NeurIPS 2017
Online Learning with Local Permutations and Delayed Feedback
ICML 2017
Online Learning Without Prior Information
COLT 2017
Online Learning with Transductive Regret
NeurIPS 2017
Online Optimization of Smoothed Piecewise Constant Functions
AISTATS 2017
Online Optimization of Video-Ad Allocation
IJCAI 2017
Online Prediction with Selfish Experts
NeurIPS 2017
Online Roommate Allocation Problem
IJCAI 2017
Online Summarization via Submodular and Convex Optimization
CVPR 2017
Online to Offline Conversions, Universality and Adaptive Minibatch Sizes
NeurIPS 2017
On Markov chain Monte Carlo methods for tall data
JMLR 2017
On Minimum Representations of Matched Formulas (Extended Abstract)
IJCAI 2017
On Neighborhood Singleton Consistencies
IJCAI 2017
On Perturbed Proximal Gradient Algorithms
JMLR 2017
On Querying Incomplete Information in Databases under Bag Semantics
IJCAI 2017
On Subset Selection with General Cost Constraints
IJCAI 2017
On Tensor Train Rank Minimization : Statistical Efficiency and Scalable Algorithm
NeurIPS 2017