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)
Revenue Enhancement via Asymmetric Signaling in Interdependent-Value Auctions
AAAI 2019
Revisit Batch Normalization: New Understanding and Refinement via Composition Optimization
AISTATS 2019
Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets
AAAI 2019
Ridesharing with Driver Location Preferences
IJCAI 2019
Riemannian Adaptive Optimization Methods
ICLR 2019
Riemannian Motion Policy Fusion through Learnable Lyapunov Function Reshaping
CoRL 2019
Robust and Communication-Efficient Collaborative Learning
NeurIPS 2019
Robust Estimation of Similarity Transformation for Visual Object Tracking
AAAI 2019
Robust exploration in linear quadratic reinforcement learning
NeurIPS 2019
Robust Frequent Directions with Application in Online Learning
JMLR 2019
Robust Influence Maximization for Hyperparametric Models
ICML 2019
Robust Low-Tubal-Rank Tensor Completion via Convex Optimization
IJCAI 2019
Robustness Envelopes for Temporal Plans
AAAI 2019
Robust Point Cloud Based Reconstruction of Large-Scale Outdoor Scenes
CVPR 2019
Robust Principal Component Analysis with Adaptive Neighbors
NeurIPS 2019
Rotational Diversity in Multi-Cycle Assignment Problems
AAAI 2019
RSN: Randomized Subspace Newton
NeurIPS 2019
Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem
AAAI 2019
SAGA with Arbitrary Sampling
ICML 2019
Sample Adaptive MCMC
NeurIPS 2019
Sample complexity of partition identification using multi-armed bandits
COLT 2019
Sample Efficient Graph-Based Optimization with Noisy Observations
AISTATS 2019
Sampling and Optimization on Convex Sets in Riemannian Manifolds of Non-Negative Curvature
COLT 2019
Sampling from Non-Log-Concave Distributions via Variance-Reduced Gradient Langevin Dynamics
AISTATS 2019
Sampling from Stochastic Finite Automata with Applications to CTC Decoding
Interspeech 2019