Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Abhimanu Kumar

Self-Supervised Contextual Bandits in Computer Vision


Mar 18, 2020
Aniket Anand Deshmukh, Abhimanu Kumar, Levi Boyles, Denis Charles, Eren Manavoglu, Urun Dogan


  Access Paper or Ask Questions

Data Transformation Insights in Self-supervision with Clustering Tasks


Feb 18, 2020
Abhimanu Kumar, Aniket Anand Deshmukh, Urun Dogan, Denis Charles, Eren Manavoglu


  Access Paper or Ask Questions

Distributed Training of Deep Neural Networks with Theoretical Analysis: Under SSP Setting


Dec 11, 2015
Abhimanu Kumar, Pengtao Xie, Junming Yin, Eric P. Xing

* The paper needs more refinement 

  Access Paper or Ask Questions

Scalable Modeling of Conversational-role based Self-presentation Characteristics in Large Online Forums


Dec 10, 2015
Abhimanu Kumar, Shriphani Palakodety, Chong Wang, Carolyn P. Rose, Eric P. Xing, Miaomiao Wen


  Access Paper or Ask Questions

Distributed Machine Learning via Sufficient Factor Broadcasting


Nov 26, 2015
Pengtao Xie, Jin Kyu Kim, Yi Zhou, Qirong Ho, Abhimanu Kumar, Yaoliang Yu, Eric Xing


  Access Paper or Ask Questions

Petuum: A New Platform for Distributed Machine Learning on Big Data


May 14, 2015
Eric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar, Yaoliang Yu

* 15 pages, 10 figures, final version in KDD 2015 under the same title 

  Access Paper or Ask Questions

High-Performance Distributed ML at Scale through Parameter Server Consistency Models


Oct 29, 2014
Wei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth Gibson, Eric P. Xing

* 19 pages, 2 figures 

  Access Paper or Ask Questions

Consistent Bounded-Asynchronous Parameter Servers for Distributed ML


Dec 31, 2013
Jinliang Wei, Wei Dai, Abhimanu Kumar, Xun Zheng, Qirong Ho, Eric P. Xing

* Corrected Title 

  Access Paper or Ask Questions

Dating Texts without Explicit Temporal Cues


Nov 10, 2012
Abhimanu Kumar, Jason Baldridge, Matthew Lease, Joydeep Ghosh


  Access Paper or Ask Questions