Abhimanu Kumar
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
10
Active years
2011–2017
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2017 | ICML | Learning Latent Space Models with Angular Constraints. | Pengtao Xie, Yuntian Deng, Yi Zhou, Abhimanu Kumar, Yaoliang Yu, James Zou, Eric P. Xing |
| 2016 | UAI | 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 |
| 2015 | AAAI | 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 |
| 2015 | KDD | Petuum: A New Platform for Distributed Machine Learning on Big Data. | Eric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar, Yaoliang Yu |
| 2014 | AISTATS | Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models on Big Data. | Abhimanu Kumar, Alex Beutel, Qirong Ho, Eric P. Xing |
| 2014 | COLING | Automatic Classification of Communicative Functions of Definiteness. | Archna Bhatia, Chu-Cheng Lin, Nathan Schneider, Yulia Tsvetkov, Fatima Talib Al-Raisi, Laleh Roostapour, Jordan Bender, Abhimanu Kumar, Lori S. Levin, Mandy Simons, Chris Dyer |
| 2014 | SDM | FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop. | Alex Beutel, Partha Pratim Talukdar, Abhimanu Kumar, Christos Faloutsos, Evangelos E. Papalexakis, Eric P. Xing |
| 2014 | USENIX | Exploiting Bounded Staleness to Speed Up Big Data Analytics. | Henggang Cui, James Cipar, Qirong Ho, Jin Kyu Kim, Seunghak Lee, Abhimanu Kumar, Jinliang Wei, Wei Dai, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing |
| 2011 | CIKM | Supervised language modeling for temporal resolution of texts. | Abhimanu Kumar, Matthew Lease, Jason Baldridge |
| 2011 | SIGIR | Learning to rank from a noisy crowd. | Abhimanu Kumar, Matthew Lease |