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distributed computing

98 papers

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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

On Distributed Averaging for Stochastic k-PCA NIPS 2019
Sampling Sketches for Concave Sublinear Functions of Frequencies NIPS 2019
Computation Efficient Coded Linear Transform AISTATS 2019
Distributing Frank-Wolfe via Map-Reduce IJCAI 2018
DMC: A Distributed Model Counter IJCAI 2018
Distributed Pareto Optimization for Subset Selection IJCAI 2018
Ray: A Distributed Framework for Emerging AI Applications OSDI 2018
RLlib: Abstractions for Distributed Reinforcement Learning ICML 2018
DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding ICML 2018
Batch-Expansion Training: An Efficient Optimization Framework AISTATS 2018
Mesh-TensorFlow: Deep Learning for Supercomputers NIPS 2018
ASAP: Fast, Approximate Graph Pattern Mining at Scale OSDI 2018
Simple, Distributed, and Accelerated Probabilistic Programming NIPS 2018
Adversarial Task Assignment IJCAI 2018
Achieving the time of 1-NN, but the accuracy of k-NN AISTATS 2018
Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication NIPS 2017
See without looking: joint visualization of sensitive multi-site datasets IJCAI 2017
On the Computational Complexity of Gossip Protocols IJCAI 2017
Coded Distributed Computing for Inverse Problems NIPS 2017
Affinity Clustering: Hierarchical Clustering at Scale NIPS 2017
Feature-distributed sparse regression: a screen-and-clean approach NIPS 2016
TensorFlow: A System for Large-Scale Machine Learning OSDI 2016
d-VMP: Distributed Variational Message Passing PGM 2016
Gemini: A Computation-Centric Distributed Graph Processing System OSDI 2016
The Statistical Performance of Collaborative Inference JMLR 2016