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
'10
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Papers (including subtopics)
Optimality and Nash Stability in Additive Separable Generalized Group Activity Selection Problems
IJCAI 2019
Optimally Efficient Bidirectional Search
IJCAI 2019
Optimal Minimization of the Sum of Three Convex Functions with a Linear Operator
AISTATS 2019
Optimal Noise-Adding Mechanism in Additive Differential Privacy
AISTATS 2019
Optimal Pricing in Repeated Posted-Price Auctions with Different Patience of the Seller and the Buyer
NeurIPS 2019
Optimal Sketching for Kronecker Product Regression and Low Rank Approximation
NeurIPS 2019
Optimal Surveillance of Covert Networks by Minimizing Inverse Geodesic Length
AAAI 2019
Optimal Tensor Methods in Smooth Convex and Uniformly ConvexOptimization
COLT 2019
Optimal Testing in the Experiment-rich Regime
AISTATS 2019
Optimal Transport-based Alignment of Learned Character Representations for String Similarity
ACL 2019
Optimal Transport: Fast Probabilistic Approximation with Exact Solvers
JMLR 2019
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation
NeurIPS 2019
Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions
NeurIPS 2019
Optimization of Inf-Convolution Regularized Nonconvex Composite Problems
AISTATS 2019
Optimization with Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals
JMLR 2019
Optimizing Generalized PageRank Methods for Seed-Expansion Community Detection
NeurIPS 2019
Optimizing in the Dark: Learning an Optimal Solution through a Simple Request Interface
AAAI 2019
Oracle-Efficient Algorithms for Online Linear Optimization with Bandit Feedback
NeurIPS 2019
Order Optimal One-Shot Distributed Learning
NeurIPS 2019
Order-Preserving Wasserstein Discriminant Analysis
ICCV 2019
Orthogonal Estimation of Wasserstein Distances
AISTATS 2019
Outlier Detection and Robust PCA Using a Convex Measure of Innovation
NeurIPS 2019
Outlier-Robust High-Dimensional Sparse Estimation via Iterative Filtering
NeurIPS 2019
Overcomplete Independent Component Analysis via SDP
AISTATS 2019
Oversampling for Imbalanced Data via Optimal Transport
AAAI 2019