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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)

On Online Learning of Decision Lists JMLR 2002
Minimal Kernel Classifiers JMLR 2002
Efficient Algorithms for Universal Portfolios JMLR 2002
A Robust Minimax Approach to Classification JMLR 2002
Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions JMLR 2002
Finding the Most Interesting Patterns in a Database Quickly by Using Sequential Sampling JMLR 2002
Prior Knowledge and Preferential Structures in Gradient Descent Learning Algorithms JMLR 2001
Efficient SVM Training Using Low-Rank Kernel Representations JMLR 2001
Learning Evaluation Functions to Improve Optimization by Local Search JMLR 2000