2 papers
cs.DC2024
Training DNN Models over Heterogeneous Clusters with Optimal Performance
Chengyi Nie, Jessica Maghakian, Zhenhua Liu
Adjusting batch sizes and adaptively tuning other hyperparameters can significantly speed up deep neural network (DNN) training. Despite the ubiquity of heterogeneous clusters, exi…
cs.LG2022
Personalized Reward Learning with Interaction-Grounded Learning (IGL)
Jessica Maghakian, Paul Mineiro, Kishan Panaganti +3
In an era of countless content offerings, recommender systems alleviate information overload by providing users with personalized content suggestions. Due to the scarcity of explic…