M.G. Diskin

1. A critical look at the evaluation of GNNs under heterophily: Are we really making progress?
   2023/02/22 by Oleg Platonov, Platonov, Oleg, Denis Kuznedelev +7 · 82 citations
   Medicine · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Tracheal and airway disorders #Tuberous Sclerosis Complex Research
2. SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient
   2023/01/27 by Max Ryabinin, Ryabinin, Max, Tim Dettmers +6 · 1 voice · 16 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel #Topic Modeling #and Cluster Computing (cs.DC) #cs.DC #cs.LG
3. Distributed Deep Learning in Open Collaborations
   2021/06/18 by M.G. Diskin, Michael Diskin, Diskin, Michael +31 · 1 voice · 9 citations
   Computer Science · Decision Sciences · #Mobile Crowdsensing and Crowdsourcing #Peer-to-Peer Network Technologies #Scientific Computing and Data Management #cs.DC #cs.LG
4. Secure Distributed Training at Scale
   2021/06/21 by Eduard Gorbunov, Alexander Borzunov, Gorbunov, Eduard +5 · 2 citations
   Computer Science · #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)