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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)

Beyond Convexity: Stochastic Quasi-Convex Optimization NIPS 2015
Subsampled Power Iteration: a Unified Algorithm for Block Models and Planted CSP's NIPS 2015
Improved Iteration Complexity Bounds of Cyclic Block Coordinate Descent for Convex Problems NIPS 2015
Copeland Dueling Bandits NIPS 2015
Taming the Wild: A Unified Analysis of Hogwild-Style Algorithms NIPS 2015
A Complete Recipe for Stochastic Gradient MCMC NIPS 2015
Optimization Monte Carlo: Efficient and Embarrassingly Parallel Likelihood-Free Inference NIPS 2015
StopWasting My Gradients: Practical SVRG NIPS 2015
Learning with a Wasserstein Loss NIPS 2015
Estimating Jaccard Index with Missing Observations: A Matrix Calibration Approach NIPS 2015
On Top-k Selection in Multi-Armed Bandits and Hidden Bipartite Graphs NIPS 2015
Black-box optimization of noisy functions with unknown smoothness NIPS 2015
Alternating Minimization for Regression Problems with Vector-valued Outputs NIPS 2015
Anytime Influence Bounds and the Explosive Behavior of Continuous-Time Diffusion Networks NIPS 2015
Semi-Proximal Mirror-Prox for Nonsmooth Composite Minimization NIPS 2015
Subset Selection by Pareto Optimization NIPS 2015
Parallel Correlation Clustering on Big Graphs NIPS 2015
Learning Causal Graphs with Small Interventions NIPS 2015
Submodular Hamming Metrics NIPS 2015
Fast, Provable Algorithms for Isotonic Regression in all L_p-norms NIPS 2015
On the Global Linear Convergence of Frank-Wolfe Optimization Variants NIPS 2015
A Universal Catalyst for First-Order Optimization NIPS 2015
Distributed Submodular Cover: Succinctly Summarizing Massive Data NIPS 2015
Robust PCA with compressed data NIPS 2015
Regret-Based Pruning in Extensive-Form Games NIPS 2015