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)
LPGD: A General Framework for Backpropagation through Embedded Optimization Layers
ICML 2024
LRSLAM: Low-rank Representation of Signed Distance Fields in Dense Visual SLAM System
ECCV 2024
LSH-MoE: Communication-efficient MoE Training via Locality-Sensitive Hashing
NeurIPS 2024
Lyapunov-stable Neural Control for State and Output Feedback: A Novel Formulation
ICML 2024
MAC Advice for facility location mechanism design
NeurIPS 2024
Machine Learning-Powered Combinatorial Clock Auction
AAAI 2024
Maintaining Diversity Provably Helps in Evolutionary Multimodal Optimization
IJCAI 2024
Manipulation-Robust Selection of Citizens’ Assemblies
AAAI 2024
MARCO: A Memory-Augmented Reinforcement Framework for Combinatorial Optimization
IJCAI 2024
Marginal Causal Flows for Validation and Inference
NeurIPS 2024
Markov Constraint as Large Language Model Surrogate
IJCAI 2024
Marrying Causal Representation Learning with Dynamical Systems for Science
NeurIPS 2024
Materials Discovery using Max K-Armed Bandit
JMLR 2024
Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods
NeurIPS 2024
Matroid Semi-Bandits in Sublinear Time
ICML 2024
Maxileximin Envy Allocations and Connected Goods
AAAI 2024
Maximizing Nash Social Welfare under Two-Sided Preferences
AAAI 2024
Maximizing the Success Probability of Policy Allocations in Online Systems
AAAI 2024
Maximizing utility in multi-agent environments by anticipating the behavior of other learners
NeurIPS 2024
MC-GTA: Metric-Constrained Model-Based Clustering using Goodness-of-fit Tests with Autocorrelations
ICML 2024
Mean-Field Games With Finitely Many Players: Independent Learning and Subjectivity
JMLR 2024
Mean-Field Langevin Dynamics for Signed Measures via a Bilevel Approach
NeurIPS 2024
Measures of diversity and space-filling designs for categorical data
ICML 2024
Mechanism design augmented with output advice
NeurIPS 2024
Mechanisms That Play a Game, Not Toss a Coin
IJCAI 2024