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
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Papers (including subtopics)
EiGLasso for Scalable Sparse Kronecker-Sum Inverse Covariance Estimation
JMLR 2022
Elixir: A High-performance and Low-cost Approach to Managing Hardware/Software Hybrid Flow Tables Considering Flow Burstiness
NSDI 2022
Encoding Multi-Valued Decision Diagram Constraints as Binary Constraint Trees
AAAI 2022
Encoding Probabilistic Graphical Models into Stochastic Boolean Satisfiability
IJCAI 2022
End-to-end Symbolic Regression with Transformers
NeurIPS 2022
Enhanced Bilevel Optimization via Bregman Distance
NeurIPS 2022
Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring
AAAI 2022
Entropic Gromov-Wasserstein between Gaussian Distributions
ICML 2022
Entropy Regularized Optimal Transport Independence Criterion
AISTATS 2022
Enumerating Nontrivial Knot Mosaics with SAT (Student Abstract)
AAAI 2022
Envy-Free and Pareto-Optimal Allocations for Agents with Asymmetric Random Valuations
IJCAI 2022
Envy-free Policy Teaching to Multiple Agents
NeurIPS 2022
Equilibrium Finding in Normal-Form Games via Greedy Regret Minimization
AAAI 2022
Equilibrium Learning in Auction Markets
AAAI 2022
Equity Promotion in Online Resource Allocation
AAAI 2022
Equivalence Analysis between Counterfactual Regret Minimization and Online Mirror Descent
ICML 2022
Equivariant Priors for compressed sensing with unknown orientation
ICML 2022
Error Correction Code Transformer
NeurIPS 2022
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine
NeurIPS 2022
Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems
ICLR 2022
Escaping Saddle Points with Bias-Variance Reduced Local Perturbed SGD for Communication Efficient Nonconvex Distributed Learning
NeurIPS 2022
Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing
ICML 2022
Estimation of Entropy in Constant Space with Improved Sample Complexity
NeurIPS 2022
Evolutionary Diversity Optimization with Clustering-based Selection for Reinforcement Learning
ICLR 2022
Exact Learning of Preference Structure: Single-peaked Preferences and Beyond
ICML 2022