Session B7: Distributed and High Performance Computing

15 Dec 2016
14:30-16:10
Room A2+A3

Session B7: Distributed and High Performance Computing

Session Chair: Alexandre Termier (University of Rennes, France)

REGULAR PAPERS:

DM453 “Partition Aware Connected Component Computation in Distributed Systems”
Ha-Myung Park, Namyong Park, Sung-Hyon Myaeng, and U Kang

DM886 “Efficient Distributed SGD with Variance Reduction”
Soham De and Thomas Goldstein

DM931 “HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent”
Huan Zhang, Cho-Jui Hsieh, and Venkatesh Akella

SHORT PAPERS:

DM1066 “Spectrum-Revealing Cholesky Factorization for Kernel Methods”
Jianwei Xiao and Ming Gu

DM421 “Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis”
Xiao Fu, Kejun Huang, Evangelos Papalexakis, Hyun Ah Song, Partha Talukdar, Nicholas Sidiropoulos, Christos Faloutsos, and Tom Mitchell

DM703 “One-pass Logistic Regression for Label-drift and Large-scale Classification on Distributed Systems”
Vu Nguyen, Tu Dinh Nguyen, Trung Le, Dinh Phung, and Svetha Venkatesh

DM708 “A Fast Distributed Classification Algorithm for Large-scale Imbalanced Data”
Huihui Wang, Yang Gao, Yinghuan Shi, and Hao Wang

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