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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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Papers (including subtopics)

Simple regret for infinitely many armed bandits ICML 2015
Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays ICML 2015
Blitz: A Principled Meta-Algorithm for Scaling Sparse Optimization ICML 2015
The Power of Randomization: Distributed Submodular Maximization on Massive Datasets ICML 2015
Convergence rate of Bayesian tensor estimator and its minimax optimality ICML 2015
On Identifying Good Options under Combinatorially Structured Feedback in Finite Noisy Environments ICML 2015
Nested Sequential Monte Carlo Methods ICML 2015
Approximate Dynamic Programming for Two-Player Zero-Sum Markov Games ICML 2015
On Greedy Maximization of Entropy ICML 2015
Threshold Influence Model for Allocating Advertising Budgets ICML 2015
Strongly Adaptive Online Learning ICML 2015
Guaranteed Tensor Decomposition: A Moment Approach ICML 2015
\ell_1,p-Norm Regularization: Error Bounds and Convergence Rate Analysis of First-Order Methods ICML 2015
Geometric Conditions for Subspace-Sparse Recovery ICML 2015
Learning Submodular Losses with the Lovasz Hinge ICML 2015
Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection ICML 2015
Qualitative Multi-Armed Bandits: A Quantile-Based Approach ICML 2015
A Convex Optimization Framework for Bi-Clustering ICML 2015
Stay on path: PCA along graph paths ICML 2015
Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP) ICML 2015
Submodularity in Data Subset Selection and Active Learning ICML 2015
Adding vs. Averaging in Distributed Primal-Dual Optimization ICML 2015
Low-Rank Matrix Recovery from Row-and-Column Affine Measurements ICML 2015
Algorithms for the Hard Pre-Image Problem of String Kernels and the General Problem of String Prediction ICML 2015
Cheap Bandits ICML 2015