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)
Stochastic Stein Discrepancies
NeurIPS 2020
Stochastic Subspace Cubic Newton Method
ICML 2020
Stochastic Variance-Reduced Algorithms for PCA with Arbitrary Mini-Batch Sizes
AISTATS 2020
Strategic Campaign Management in Apportionment Elections
IJCAI 2020
Strategies for Cooperative UAVs Using Model Predictive Control
IJCAI 2020
Strategy-Proof and Non-Wasteful Multi-Unit Auction via Social Network
AAAI 2020
StratLearner: Learning a Strategy for Misinformation Prevention in Social Networks
NeurIPS 2020
Streaming k-Submodular Maximization under Noise subject to Size Constraint
ICML 2020
Streaming Submodular Maximization under a k-Set System Constraint
ICML 2020
Stronger and Faster Wasserstein Adversarial Attacks
ICML 2020
Structural Decompositions of Epistemic Logic Programs
AAAI 2020
Structure Adaptive Algorithms for Stochastic Bandits
ICML 2020
Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis
ICML 2020
Structured Policy Iteration for Linear Quadratic Regulator
ICML 2020
Subgraph Isomorphism Meets Cutting Planes: Solving With Certified Solutions
IJCAI 2020
Sublinear Optimal Policy Value Estimation in Contextual Bandits
AISTATS 2020
Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces
NeurIPS 2020
Submodel Decomposition for Solving Limited Memory Influence Diagrams (Student Abstract)
AAAI 2020
Submodular Bandit Problem Under Multiple Constraints
UAI 2020
Submodular Maximization Through Barrier Functions
NeurIPS 2020
Submodular Meta-Learning
NeurIPS 2020
Sub-sampling for Efficient Non-Parametric Bandit Exploration
NeurIPS 2020
Subset Selection by Pareto Optimization with Recombination
AAAI 2020
Subsidy Allocations in the Presence of Income Shocks
AAAI 2020
Sufficient dimension reduction for classification using principal optimal transport direction
NeurIPS 2020