Codreanu, Valeriu

1. Scale out for large minibatch SGD: Residual network training on ImageNet-1K with improved accuracy and reduced time to train
   2017/11/12 by Valeriu Codreanu, Damian Podareanu, Codreanu, Valeriu +4 · 4 citations
   Computer Science · Mathematics · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
2. A Holistic Analysis of Datacenter Operations: Resource Usage, Energy, and Workload Characterization -- Extended Technical Report
   2021/07/25 by Laurens Versluis, Mehmet Cetin, Versluis, Laurens +13 · 1 citation
   Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC) #cs.DC
3. Densifying Assumed-sparse Tensors: Improving Memory Efficiency and MPI Collective Performance during Tensor Accumulation for Parallelized Training of Neural Machine Translation Models
   2019/05/10 by Derya Çavdar, Derya Cavdar, Cavdar, Derya +29 · 1 voice
   Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #Topic Modeling #and Cluster Computing (cs.DC) #cs.CL #cs.DC #cs.LG