Technical Program

Session Detail

Session Title FR2.R6: Coding for Distributed Computation
Session Time Friday, 12 July, 11:40 - 13:00
Location Sorbonne, Level 5
Session ChairRamtin Pedersani, University of California, Santa Barbara

FR2.R6.1: Data Encoding Methods for Byzantine-Resilient Distributed Optimization
 Click here to download the manuscript
         Deepesh Data; University of California, Los Angeles
         Linqi Song; City University of Hong Kong
         Suhas Diggavi; University of California, Los Angeles

FR2.R6.2: Byzantine-Tolerant Distributed Coordinate Descent
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         Deepesh Data; University of California, Los Angeles
         Suhas Diggavi; University of California, Los Angeles

FR2.R6.3: Speeding Up Distributed Gradient Descent by Utilizing Non-persistent Stragglers
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         Mehmet Emre Ozfatura; Imperial College London
         Deniz Gunduz; Imperial College London
         Sennur Ulukus; University of Maryland

FR2.R6.4: Robust Gradient Descent via Moment Encoding and LDPC Codes
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         Raj Kumar Maity; University of Massachusetts Amherst
         Ankit Singh Rawat; Massachusetts Institute of Technology
         Arya Mazumdar; University of Massachusetts Amherst