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
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Papers (including subtopics)
MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences
EMNLP 2022
Modeling Dynamic Target Deformation in Camera Calibration
WACV 2022
Modelling the Dynamics of Regret Minimization in Large Agent Populations: a Master Equation Approach
IJCAI 2022
Modular Flows: Differential Molecular Generation
NeurIPS 2022
Momentum Accelerates the Convergence of Stochastic AUPRC Maximization
AISTATS 2022
Monte Carlo Tree Descent for Black-Box Optimization
NeurIPS 2022
Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization
NeurIPS 2022
Monte Carlo Tree Search for Interpreting Stress in Natural Language
ACL 2022
More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees
ICML 2022
More Powerful Conditional Selective Inference for Generalized Lasso by Parametric Programming
JMLR 2022
Multi-Agent Multi-Armed Bandits with Limited Communication
JMLR 2022
Multi-Agent Online Optimization with Delays: Asynchronicity, Adaptivity, and Optimism
JMLR 2022
Multi-agent Performative Prediction with Greedy Deployment and Consensus Seeking Agents
NeurIPS 2022
Multi-armed Bandit Algorithm against Strategic Replication
AISTATS 2022
Multi-block Min-max Bilevel Optimization with Applications in Multi-task Deep AUC Maximization
NeurIPS 2022
Multi-block-Single-probe Variance Reduced Estimator for Coupled Compositional Optimization
NeurIPS 2022
Multi-Fidelity Best-Arm Identification
NeurIPS 2022
Multi-fidelity Monte Carlo: a pseudo-marginal approach
NeurIPS 2022
Multi-layer State Evolution Under Random Convolutional Design
NeurIPS 2022
Multi-Leader Congestion Games with an Adversary
AAAI 2022
Multilevel Optimization for Inverse Problems
COLT 2022
Multimodal Colored Point Cloud to Image Alignment
CVPR 2022
Multimodal Learning Using Optimal Transport for Sarcasm and Humor Detection
WACV 2022
Multi-objective Bayesian optimization over high-dimensional search spaces
UAI 2022
Multi-objective Deep Data Generation with Correlated Property Control
NeurIPS 2022