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)
Multi-Agent Path Finding on Ozobots
IJCAI 2019
Multi-Agent Pathfinding with Continuous Time
IJCAI 2019
Multi-Context System for Optimization Problems
AAAI 2019
Multi-Criteria Dimensionality Reduction with Applications to Fairness
NeurIPS 2019
Multi-Frequency Phase Synchronization
ICML 2019
Multi-marginal Wasserstein GAN
NeurIPS 2019
Multi-objective Bayesian optimisation with preferences over objectives
NeurIPS 2019
Multi-objective training of Generative Adversarial Networks with multiple discriminators
ICML 2019
Multiplicative Weights Updates as a distributed constrained optimization algorithm: Convergence to second-order stationary points almost always
ICML 2019
Multi-scale Online Learning: Theory and Applications to Online Auctions and Pricing
JMLR 2019
Multi-Unit Bilateral Trade
AAAI 2019
Multivariate Distributionally Robust Convex Regression under Absolute Error Loss
NeurIPS 2019
Multivariate Submodular Optimization
ICML 2019
Multiway clustering via tensor block models
NeurIPS 2019
Multi-Winner Contests for Strategic Diffusion in Social Networks
AAAI 2019
muSSP: Efficient Min-cost Flow Algorithm for Multi-object Tracking
NeurIPS 2019
Natural Analysts in Adaptive Data Analysis
ICML 2019
(Nearly) Efficient Algorithms for the Graph Matching Problem on Correlated Random Graphs
NeurIPS 2019
Near Neighbor: Who is the Fairest of Them All?
NeurIPS 2019
Near Optimal Algorithms for Hard Submodular Programs with Discounted Cooperative Costs
AISTATS 2019
Near optimal finite time identification of arbitrary linear dynamical systems
ICML 2019
Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices
JMLR 2019
Near-optimal method for highly smooth convex optimization
COLT 2019
Near Optimal Methods for Minimizing Convex Functions with Lipschitz p-th Derivatives
COLT 2019
Necessary and Sufficient Geometries for Gradient Methods
NeurIPS 2019