Serrano, Santiago Akle

1. Stochastic Weight Averaging in Parallel: Large-Batch Training that Generalizes Well
   2020/01/07 by Gupta, Vipul, Serrano, Santiago Akle, DeCoste, Dennis · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. SWAN-GPT: An Efficient and Scalable Approach for Long-Context Language Modeling
   2025/04/11 by Krishna C. Puvvada, Faisal Ladhak, Puvvada, Krishna C. +19 · 6 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
3. Democratizing Production-Scale Distributed Deep Learning
   2018/10/31 by Minghuang Ma, Ma, Minghuang, Hadi Pouransari +14 · 1 voice
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC) #cs.CV #cs.DC #cs.LG