Optimization
12,959 papers (55 classified directly here)
Subtopics
Continuous Optimization (3,907)
Stochastic Methods (2,788)
Combinatorial Optimization (2,409)
Online Algorithms (2,192)
Optimization (1,207)
Game Theory (944)
Discrete Optimization (705)
Convex Optimization (591)
Optimal Transport (369)
Sparse Optimization (347)
Optimal Control (225)
Global Optimization (190)
Distributed Learning (157)
Multi-Objective Optimization (125)
Approximation Algorithms (110)
Bayesian Optimization (100)
Distributed Optimization (99)
Theory (98)
Non-Convex Optimization (76)
Kernel Methods (73)
Compressed Sensing (72)
Robust Optimization (70)
Evolutionary Algorithm (58)
Linear Programming (43)
Algorithms (10)
Algorithm (10)
Integer Programming (9)
Submodular Optimization (9)
Matrix Completion (8)
Bilevel Optimization (8)
Tensor Decomposition (6)
Regularization (5)
Papers per year
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76
93
119
153
208
377
400
411
470
644
796
1138
1322
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644
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Papers (including subtopics)
Online Learning: Beyond Regret
COLT 2011
Optimal aggregation of affine estimators
COLT 2011
Monotone multi-armed bandit allocations
COLT 2011
Variable Sparsity Kernel Learning
JMLR 2011
Better Algorithms for Benign Bandits
JMLR 2011
Double Updating Online Learning
JMLR 2011
-Armed Bandits
JMLR 2011
A Simpler Approach to Matrix Completion
JMLR 2011