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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)

Efficient Partial Monitoring with Prior Information NIPS 2014
Tight Continuous Relaxation of the Balanced k-Cut Problem NIPS 2014
Concavity of reweighted Kikuchi approximation NIPS 2014
Parallel Double Greedy Submodular Maximization NIPS 2014
Predictive Entropy Search for Efficient Global Optimization of Black-box Functions NIPS 2014
A Safe Screening Rule for Sparse Logistic Regression NIPS 2014
Bregman Alternating Direction Method of Multipliers NIPS 2014
Beyond the Birkhoff Polytope: Convex Relaxations for Vector Permutation Problems NIPS 2014
Large-scale L-BFGS using MapReduce NIPS 2014
Optimal Regret Minimization in Posted-Price Auctions with Strategic Buyers NIPS 2014
Parallel Direction Method of Multipliers NIPS 2014
Repeated Contextual Auctions with Strategic Buyers NIPS 2014
Efficient Sampling for Learning Sparse Additive Models in High Dimensions NIPS 2014
An Integer Polynomial Programming Based Framework for Lifted MAP Inference NIPS 2014
Bayes-Adaptive Simulation-based Search with Value Function Approximation NIPS 2014
Constrained convex minimization via model-based excessive gap NIPS 2014
An Accelerated Proximal Coordinate Gradient Method NIPS 2014
Coresets for k-Segmentation of Streaming Data NIPS 2014
Sparse Polynomial Learning and Graph Sketching NIPS 2014
Projecting Markov Random Field Parameters for Fast Mixing NIPS 2014
Rounding-based Moves for Metric Labeling NIPS 2014
Efficient learning by implicit exploration in bandit problems with side observations NIPS 2014
Orbit Regularization NIPS 2014
Computing Nash Equilibria in Generalized Interdependent Security Games NIPS 2014
Exploiting easy data in online optimization NIPS 2014