Komuravelli, Rakesh
- Software-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models
2021/04/12 by Dheevatsa Mudigere, Yuchen Hao, Mudigere, Dheevatsa +103 · 16 citations
Computer Science · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques
- Learning to Collide: Recommendation System Model Compression with Learned Hash Functions
2022/03/28 by Ghaemmaghami, Benjamin, Ozdal, Mustafa, Komuravelli, Rakesh +4 · 1 citation
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)