Technical Program

Session Detail

Session Title WE1.R2: Coded Computing I
Session Time Wednesday, 10 July, 09:50 - 11:10
Location Saint Germain, Level 3
Session ChairAly El Gamal, Purdue University

WE1.R2.1: Distributed Stochastic Gradient Descent Using LDGM Codes
 Click here to download the manuscript
         Shunsuke Horii; Waseda University
         Takahiro Yoshida; Yokohama College of Commerce
         Manabu Kobayashi; Waseda University
         Toshiyasu Matsushima; Waseda University

WE1.R2.2: Mapping Heterogeneity Does Not Affect Wireless Coded MapReduce
 Click here to download the manuscript
         Eleftherios Lampiris; EURECOM
         Daniel Jiménez Zorrilla; EURECOM
         Petros Elia; EURECOM

WE1.R2.3: CAMR: Coded Aggregated MapReduce
 Click here to download the manuscript
         Konstantinos Konstantinidis; Iowa State University
         Aditya Ramamoorthy; Iowa State University

WE1.R2.4: Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air
 Click here to download the manuscript
         Mohammad Mohammadi Amiri; Imperial College London
         Deniz Gunduz; Imperial College London