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
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'25
Papers (including subtopics)
On Discrete Truthful Heterogeneous Two-Facility Location
IJCAI 2022
One Gradient Frank-Wolfe for Decentralized Online
Convex and Submodular Optimization
ACML 2022
On Elimination Strategies for Bandit Fixed-Confidence Identification
NeurIPS 2022
One-Pass Algorithms for MAP Inference of Nonsymmetric Determinantal Point Processes
ICML 2022
On Improving Resource Allocations by Sharing
AAAI 2022
On Kernelized Multi-Armed Bandits with Constraints
NeurIPS 2022
On Last-Iterate Convergence Beyond Zero-Sum Games
ICML 2022
On Learning and Refutation in Noninteractive Local Differential Privacy
NeurIPS 2022
On Learning Mixture of Linear Regressions in the Non-Realizable Setting
ICML 2022
Online Active Regression
ICML 2022
Online Algorithms for the Santa Claus Problem
NeurIPS 2022
Online Allocation and Learning in the Presence of Strategic Agents
NeurIPS 2022
Online Balanced Experimental Design
ICML 2022
Online Bin Packing with Predictions
IJCAI 2022
Online Bipartite Matching with Advice: Tight Robustness-Consistency Tradeoffs for the Two-Stage Model
NeurIPS 2022
Online Certification of Preference-Based Fairness for Personalized Recommender Systems
AAAI 2022
Online Competitive Influence Maximization
AISTATS 2022
Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond
NeurIPS 2022
Online Decision Mediation
NeurIPS 2022
Online Elicitation of Necessarily Optimal Matchings
AAAI 2022
Online Estimation and Control with Optimal Pathlength Regret
L4DC 2022
Online Facility Location with Predictions
ICLR 2022
Online Frank-Wolfe with Arbitrary Delays
NeurIPS 2022
Online Learning and Pricing for Network Revenue Management with Reusable Resources
NeurIPS 2022
Online Learning and Pricing with Reusable Resources: Linear Bandits with Sub-Exponential Rewards
ICML 2022