Dheevatsa Mudigere

On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima

Nitish Shirish Keskar, Dheevatsa Mudigere, Jorge Nocedal et al. · arXiv (Cornell University) · 2016 · 576 citations · Full text

Artificial Intelligence, Model Optimization, Neural Scaling Law +12

Deep Learning Recommendation Model for Personalization and Recommendation Systems

Maxim Naumov, Dheevatsa Mudigere, Hao-Jun Michael Shi et al. · arXiv (Cornell University) · 2019 · 389 citations · Full text

Artificial Intelligence, Large Ai Model, Graph Neural Network +15

The Architectural Implications of Facebook's DNN-Based Personalized Recommendation

Udit Gupta, Carole-Jean Wu, Xiaodong Wang et al. · 2020 · 256 citations

Engineering, Machine Learning, Computer Architecture +19

RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing

Liu Ke, Udit Gupta, Benjamin Youngjae Cho et al. · 2020 · 214 citations

Engineering, Machine Learning, Computer Architecture +16

Distributed Deep Learning Using Synchronous Stochastic Gradient Descent

Dipankar Das, Sasikanth Avancha, Dheevatsa Mudigere et al. · arXiv (Cornell University) · 2016 · 150 citations · Full text

Cluster Computing, Convolutional Neural Network, Engineering +17