Beaumont, Olivier

1. Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory
   2019/11/27 by Julien Herrmann, Olivier Beaumont, Herrmann, Julien +8 · 4 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
2. Training on the Edge: The why and the how
   2019/02/13 by Kukreja, Navjot, Shilova, Alena, Beaumont, Olivier +4 · 2 citations
   #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
3. Survey on Large Scale Neural Network Training
   2022/02/21 by Julia Gusak, Daria Cherniuk, Gusak, Julia +19 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Stochastic Gradient Optimization Techniques