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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)

Accelerated Mirror Descent in Continuous and Discrete Time NIPS 2015
Accelerated Proximal Gradient Methods for Nonconvex Programming NIPS 2015
Monotone k-Submodular Function Maximization with Size Constraints NIPS 2015
A Dual Augmented Block Minimization Framework for Learning with Limited Memory NIPS 2015
Point Process Modelling of Rumour Dynamics in Social Media ACL 2015
Budgeted Bandit Problems with Continuous Random Costs ACML 2015
Global Multi-armed Bandits with Hölder Continuity AISTATS 2015
Near-optimal max-affine estimators for convex regression AISTATS 2015
Sparse Solutions to Nonnegative Linear Systems and Applications AISTATS 2015
Filtered Search for Submodular Maximization with Controllable Approximation Bounds AISTATS 2015
Predictive Inverse Optimal Control for Linear-Quadratic-Gaussian Systems AISTATS 2015
A totally unimodular view of structured sparsity AISTATS 2015
Computational Complexity of Linear Large Margin Classification With Ramp Loss AISTATS 2015
Consistent Collective Matrix Completion under Joint Low Rank Structure AISTATS 2015
Submodular Point Processes with Applications to Machine learning AISTATS 2015
Online Optimization : Competing with Dynamic Comparators AISTATS 2015
Sparse Dueling Bandits AISTATS 2015
On Approximate Non-submodular Minimization via Tree-Structured Supermodularity AISTATS 2015
Sparse Submodular Probabilistic PCA AISTATS 2015
Tensor Factorization via Matrix Factorization AISTATS 2015
Symmetric Iterative Proportional Fitting AISTATS 2015
Tight Regret Bounds for Stochastic Combinatorial Semi-Bandits AISTATS 2015
Modelling Policies in MDPs in Reproducing Kernel Hilbert Space AISTATS 2015
Active Pointillistic Pattern Search AISTATS 2015
Variance Reduction via Antithetic Markov Chains AISTATS 2015