papers
Publications (8)
cs.LG2014
High-Performance Distributed ML at Scale through Parameter Server Consistency Models
Wei Dai, Abhimanu Kumar, Jinliang Wei +3
cs.LG2015
Distributed Machine Learning via Sufficient Factor Broadcasting
Pengtao Xie, Jin Kyu Kim, Yi Zhou +4
cs.CL2012
Dating Texts without Explicit Temporal Cues
Abhimanu Kumar, Jason Baldridge, Matthew Lease +1
stat.ML2013
Consistent Bounded-Asynchronous Parameter Servers for Distributed ML
Jinliang Wei, Wei Dai, Abhimanu Kumar +3
stat.ML2015
Distributed Training of Deep Neural Networks with Theoretical Analysis: Under SSP Setting
Abhimanu Kumar, Pengtao Xie, Junming Yin +1
stat.ML2015
Scalable Modeling of Conversational-role based Self-presentation Characteristics in Large Online Forums
Abhimanu Kumar, Shriphani Palakodety, Chong Wang +3
cs.LG2015
Distributed Machine Learning via Sufficient Factor Broadcasting
Pengtao Xie, Jin Kyu Kim, Yi Zhou +4
cs.GT2009
A real world network pricing game with less severe Braess' Paradox
Abhimanu Kumar, Sanjib Kumar Das