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)
Acoustic Model Optimization Based on Evolutionary Stochastic Gradient Descent with Anchors for Automatic Speech Recognition
Interspeech 2019
Acquiring Integer Programs from Data
IJCAI 2019
Active Exploration in Markov Decision Processes
AISTATS 2019
Active Mini-Batch Sampling Using Repulsive Point Processes
AAAI 2019
Active Preference Learning Based on Generalized Gini Functions: Application to the Multiagent Knapsack Problem
AAAI 2019
AdaLinUCB: Opportunistic Learning for Contextual Bandits
IJCAI 2019
Adaptation Based on Generalized Discrepancy
JMLR 2019
Adaptive Exact Learning of Decision Trees from Membership Queries
ALT 2019
Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression
COLT 2019
Adaptive Hashing for Model Counting
UAI 2019
Adaptive Influence Maximization with Myopic Feedback
NeurIPS 2019
Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes
COLT 2019
Adaptive MCMC via Combining Local Samplers
AISTATS 2019
Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits
ICML 2019
Adaptive Optimization Framework for Control of Multi-Agent Systems
AAAI 2019
Adaptive Regret of Convex and Smooth Functions
ICML 2019
Adaptive Scale-Invariant Online Algorithms for Learning Linear Models
ICML 2019
Adaptive Sensor Placement for Continuous Spaces
ICML 2019
Adaptive Sequence Submodularity
NeurIPS 2019
Adaptivity and Optimality: A Universal Algorithm for Online Convex Optimization
UAI 2019
ADDIS: an adaptive discarding algorithm for online FDR control with conservative nulls
NeurIPS 2019
A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem
CVPR 2019
A Differentiable Augmented Lagrangian Method for Bilevel Nonlinear Optimization
RSS 2019
A Direct tilde{O}(1/epsilon) Iteration Parallel Algorithm for Optimal Transport
NeurIPS 2019
Adversarial Machine Learning with Double Oracle
IJCAI 2019