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)
On Differentially Private Subspace Estimation in a Distribution-Free Setting
NeurIPS 2024
On Differentially Private U Statistics
NeurIPS 2024
On Divergence Measures for Training GFlowNets
NeurIPS 2024
On Efficient and Scalable Computation of the Nonparametric Maximum Likelihood Estimator in Mixture Models
JMLR 2024
On Efficient and Statistical Quality Estimation for Data Annotation
ACL 2024
One-Shot Strategic Classification Under Unknown Costs
ICML 2024
On Finding Small Hyper-Gradients in Bilevel Optimization: Hardness Results and Improved Analysis
COLT 2024
On Improving Error Resilience of Neural End-to-End Speech Coders
Interspeech 2024
On Interpolating Experts and Multi-Armed Bandits
ICML 2024
Online Adaptive Anomaly Thresholding with Confidence Sequences
ICML 2024
Online Algorithms with Uncertainty-Quantified Predictions
ICML 2024
Online Bayesian Persuasion Without a Clue
NeurIPS 2024
Online Bilevel Optimization: Regret Analysis of Online Alternating Gradient Methods
AISTATS 2024
Online bipartite matching with imperfect advice
ICML 2024
Online Budgeted Matching with General Bids
NeurIPS 2024
Online Classification with Predictions
NeurIPS 2024
Online Combinatorial Optimization with Group Fairness Constraints
IJCAI 2024
Online Composite Optimization Between Stochastic and Adversarial Environments
NeurIPS 2024
Online Control in Population Dynamics
NeurIPS 2024
Online Control with Adversarial Disturbance for Continuous-time Linear Systems
NeurIPS 2024
Online Convex Optimisation: The Optimal Switching Regret for all Segmentations Simultaneously
NeurIPS 2024
Online decision making with history-average dependent costs
L4DC 2024
Online Distribution Learning with Local Privacy Constraints
AISTATS 2024
Online Estimation via Offline Estimation: An Information-Theoretic Framework
NeurIPS 2024
Online Infinite-Dimensional Regression: Learning Linear Operators
ALT 2024