Kumar, Abhimanu

4 publications

ICML 2017 Learning Latent Space Models with Angular Constraints Pengtao Xie, Yuntian Deng, Yi Zhou, Abhimanu Kumar, Yaoliang Yu, James Zou, Eric P. Xing

UAI 2016 Lighter-Communication Distributed Machine Learning via Sufficient Factor Broadcasting Pengtao Xie, Jin Kyu Kim, Yi Zhou, Qirong Ho, Abhimanu Kumar, Yaoliang Yu, Eric P. Xing

AAAI 2015 High-Performance Distributed ML at Scale Through Parameter Server Consistency Models Wei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth A. Gibson, Eric P. Xing

AISTATS 2014 Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models on Big Data Abhimanu Kumar, Alex Beutel, Qirong Ho, Eric P. Xing