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parallel algorithm

79 papers

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Co-occurring keywords

parallel computing (146) approximation algorithm (630) submodular maximization (143) convex optimization (1321) combinatorial optimization (1039) graphical model (864) distributed computing (98) stochastic optimization (1060) query complexity (183) cardinality constraint (71)

Papers

Gemini: A Computation-Centric Distributed Graph Processing System OSDI 2016
A Communication-Efficient Parallel Algorithm for Decision Tree NIPS 2016
Asynchronous Parallel Greedy Coordinate Descent NIPS 2016
Multiresolution Matrix Compression AISTATS 2016
The Global Patch Collider CVPR 2016
Faster cover trees ICML 2015
Parallel Correlation Clustering on Big Graphs NIPS 2015
Efficient Parallel Optimization for Potts Energy With Hierarchical Fusion CVPR 2015
Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models NIPS 2015
DFacTo: Distributed Factorization of Tensors NIPS 2014
Asynchronous Anytime Sequential Monte Carlo NIPS 2014
Fast MRF Optimization with Application to Depth Reconstruction CVPR 2014
Globally Convergent Parallel MAP LP Relaxation Solver using the Frank-Wolfe Algorithm ICML 2014
Linear and Parallel Learning of Markov Random Fields ICML 2014
Parallel Direction Method of Multipliers NIPS 2014
Large-scale L-BFGS using MapReduce NIPS 2014
Ranking via Robust Binary Classification NIPS 2014
Parallel Double Greedy Submodular Maximization NIPS 2014
Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization NIPS 2014
Bregman Alternating Direction Method of Multipliers NIPS 2014
Parallel Feature Selection Inspired by Group Testing NIPS 2014
Algorithms and Hardness Results for Parallel Large Margin Learning JMLR 2013
Analyzing Hogwild Parallel Gaussian Gibbs Sampling NIPS 2013
Estimation, Optimization, and Parallelism when Data is Sparse NIPS 2013
Random Grids: Fast Approximate Nearest Neighbors and Range Searching for Image Search ICCV 2013