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)
Minimax Regret of Switching-Constrained Online Convex Optimization: No Phase Transition
NeurIPS 2020
Minimizing Discrete Total Curvature for Image Processing
CVPR 2020
Mining Topological Structure in Graphs through Forest Representations
JMLR 2020
Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks
ICML 2020
MIPaaL: Mixed Integer Program as a Layer
AAAI 2020
Mitigating Manipulation in Peer Review via Randomized Reviewer Assignments
NeurIPS 2020
Mixed Strategies for Robust Optimization of Unknown Objectives
AISTATS 2020
Model and Reinforcement Learning for Markov Games with Risk Preferences
AAAI 2020
Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows
NeurIPS 2020
Modeling Noisy Annotations for Crowd Counting
NeurIPS 2020
Model Interpretability through the lens of Computational Complexity
NeurIPS 2020
Modelling and Solving Online Optimisation Problems
AAAI 2020
Modelling Diversity of Solutions
AAAI 2020
Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization
L4DC 2020
Model Selection for Production System via Automated Online Experiments
NeurIPS 2020
Moniqua: Modulo Quantized Communication in Decentralized SGD
ICML 2020
Monte-Carlo Tree Search for Scalable Coalition Formation
IJCAI 2020
Monte-Carlo Tree Search in Continuous Action Spaces with Value Gradients
AAAI 2020
Monte Carlo Tree Search in Continuous Spaces Using Voronoi Optimistic Optimization with Regret Bounds
AAAI 2020
Multiagent Evaluation Mechanisms
AAAI 2020
Multiclass Neural Network Minimization via Tropical Newton Polytope Approximation
ICML 2020
Multi-Directional Heuristic Search
IJCAI 2020
Multi-Feedback Bandit Learning with Probabilistic Contexts
IJCAI 2020
Multi-Fidelity Bayesian Optimization via Deep Neural Networks
NeurIPS 2020
Multi-Fidelity Black-Box Optimization for Time-Optimal Quadrotor Maneuvers
RSS 2020