conftrace_

distributed computing

98 papers

Explore in graph

Co-occurring keywords

distributed learning (563) parallel computing (146) straggler mitigation (22) model parallelism (43) parallel algorithm (79) distributed algorithm (79) matrix multiplication (41) coded computation (9) message passing (579) graph partitioning (65)

Papers

A Multi-Batch L-BFGS Method for Machine Learning NIPS 2016
Distributed Flexible Nonlinear Tensor Factorization NIPS 2016
Multi-Task Learning for Straggler Avoiding Predictive Job Scheduling JMLR 2016
K-Means Clustering with Distributed Dimensions ICML 2016
Short-Dot: Computing Large Linear Transforms Distributedly Using Coded Short Dot Products NIPS 2016
Unwrapping ADMM: Efficient Distributed Computing via Transpose Reduction AISTATS 2016
Distributed Gaussian Processes ICML 2015
Distributed Matrix Completion and Robust Factorization JMLR 2015
Fast Distributed k-Center Clustering with Outliers on Massive Data NIPS 2015
Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models NIPS 2014
Efficient Distributed Topic Modeling with Provable Guarantees AISTATS 2014
Distributed Power-law Graph Computing: Theoretical and Empirical Analysis NIPS 2014
DFacTo: Distributed Factorization of Tensors NIPS 2014
Principal Component Analysis and Higher Correlations for Distributed Data COLT 2014
Subspace Embeddings and \ell_p-Regression Using Exponential Random Variables COLT 2013
Distributed Submodular Maximization: Identifying Representative Elements in Massive Data NIPS 2013
Distributed Low-Rank Subspace Segmentation ICCV 2013
Streaming Variational Bayes NIPS 2013
Large Scale Distributed Sparse Precision Estimation NIPS 2013
A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design JMLR 2010
Large Scale Nonparametric Bayesian Inference: Data Parallelisation in the Indian Buffet Process NIPS 2009
Distributed Algorithms for Topic Models JMLR 2009
Parallelizing Support Vector Machines on Distributed Computers NIPS 2007