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)
Offline Minimax Soft-Q-learning Under Realizability and Partial Coverage
NeurIPS 2023
OKRidge: Scalable Optimal k-Sparse Ridge Regression
NeurIPS 2023
Ollivier-Ricci Curvature for Hypergraphs: A Unified Framework
ICLR 2023
Omnipredictors for Constrained Optimization
ICML 2023
On a Class of Gibbs Sampling over Networks
COLT 2023
On amortizing convex conjugates for optimal transport
ICLR 2023
On Approximating Total Variation Distance
IJCAI 2023
On a Voter Model with Context-Dependent Opinion Adoption
IJCAI 2023
On Biased Compression for Distributed Learning
JMLR 2023
On Certified Generalization in Structured Prediction
NeurIPS 2023
On Computable Online Learning
ALT 2023
On Computing Optimal Tree Ensembles
ICML 2023
On Coresets for Clustering in Small Dimensional Euclidean spaces
ICML 2023
On Discovering Interesting Combinatorial Integer Sequences
IJCAI 2023
On Dynamic Programming Decompositions of Static Risk Measures in Markov Decision Processes
NeurIPS 2023
One Arrow, Two Kills: A Unified Framework for Achieving Optimal Regret Guarantees in Sleeping Bandits
AISTATS 2023
One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems
ACL 2023
One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction
IJCAI 2023
On Error and Compression Rates for Prototype Rules
AAAI 2023
On Kinetic Optimal Probability Paths for Generative Models
ICML 2023
On Learning Rates and Schrödinger Operators
JMLR 2023
Online Ad Allocation with Predictions
NeurIPS 2023
Online Adaptive Policy Selection in Time-Varying Systems: No-Regret via Contractive Perturbations
NeurIPS 2023
Online Ad Procurement in Non-stationary Autobidding Worlds
NeurIPS 2023
Online Algorithms with Costly Predictions
AISTATS 2023