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)
Dynamic Assortment Optimization with Changing Contextual Information
JMLR 2020
Dynamic Multi-Robot Task Allocation under Uncertainty and Temporal Constraints
RSS 2020
Dynamic Programming for Predict+Optimise
AAAI 2020
Dynamic Regret of Convex and Smooth Functions
NeurIPS 2020
Dynamic Submodular Maximization
NeurIPS 2020
Early and Efficient Identification of Useless Constraint Propagation for Alldifferent Constraints
IJCAI 2020
ECLIPSE: An Extreme-Scale Linear Program Solver for Web-Applications
ICML 2020
Effective Dimension Adaptive Sketching Methods for Faster Regularized Least-Squares Optimization
NeurIPS 2020
Effectively Unbiased FID and Inception Score and Where to Find Them
CVPR 2020
Efficient Algorithms for Generating Provably Near-Optimal Cluster Descriptors for Explainability
AAAI 2020
Efficient Algorithms for Learning Revenue-Maximizing Two-Part Tariffs
IJCAI 2020
Efficient and Robust High-Dimensional Linear Contextual Bandits
IJCAI 2020
Efficient and Robust Shape Correspondence via Sparsity-Enforced Quadratic Assignment
CVPR 2020
Efficient Contextual Bandits with Continuous Actions
NeurIPS 2020
Efficient Continuous Pareto Exploration in Multi-Task Learning
ICML 2020
Efficient Distance Approximation for Structured High-Dimensional Distributions via Learning
NeurIPS 2020
Efficient Heuristic Search for M-Modes Inference
PGM 2020
Efficiently Enumerating Substrings with Statistically Significant Frequencies of Locally Optimal Occurrences in Gigantic String
AAAI 2020
Efficiently sampling functions from Gaussian process posteriors
ICML 2020
Efficiently Solving MDPs with Stochastic Mirror Descent
ICML 2020
Efficient MDI Adaptation for n-Gram Language Models
Interspeech 2020
Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees
NeurIPS 2020
Efficient Online Learning of Optimal Rankings: Dimensionality Reduction via Gradient Descent
NeurIPS 2020
Efficient Parameter Estimation of Truncated Boolean Product Distributions
COLT 2020
Efficient Parametric Multi-Fidelity Surface Mapping
RSS 2020