Abhimanu Kumar Coauthor index pubzone.org

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c9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPengtao Xie, Jin Kyu Kim, Yi Zhou, Qirong Ho, Abhimanu Kumar, Yaoliang Yu, Eric P. Xing: Lighter-Communication Distributed Machine Learning via Sufficient Factor Broadcasting. UAI 2016
2015
j1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar, Yaoliang Yu: Petuum: A New Platform for Distributed Machine Learning on Big Data. IEEE Trans. Big Data 1(2): 49-67 (2015)
c8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth A. Gibson, Eric P. Xing: High-Performance Distributed ML at Scale through Parameter Server Consistency Models. AAAI 2015: 79-87
c7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar, Yaoliang Yu: Petuum: A New Platform for Distributed Machine Learning on Big Data. KDD 2015: 1335-1344
i7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPengtao Xie, Jin Kyu Kim, Yi Zhou, Qirong Ho, Abhimanu Kumar, Yaoliang Yu, Eric P. Xing: Distributed Machine Learning via Sufficient Factor Broadcasting. CoRR abs/1511.08486 (2015)
i6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAbhimanu Kumar, Pengtao Xie, Junming Yin, Eric P. Xing: Distributed Training of Deep Neural Networks with Theoretical Analysis: Under SSP Setting. CoRR abs/1512.02728 (2015)
i5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAbhimanu Kumar, Shriphani Palakodety, Chong Wang, Carolyn Penstein Rosé, Eric P. Xing, Miaomiao Wen: Scalable Modeling of Conversational-role based Self-presentation Characteristics in Large Online Forums. CoRR abs/1512.03443 (2015)
2014
c6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAbhimanu Kumar, Alex Beutel, Qirong Ho, Eric P. Xing: Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models on Big Data. AISTATS 2014: 531-539
c5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArchna 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: Automatic Classification of Communicative Functions of Definiteness. COLING 2014: 1059-1070
c4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Beutel, Partha Pratim Talukdar, Abhimanu Kumar, Christos Faloutsos, Evangelos E. Papalexakis, Eric P. Xing: FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop. SDM 2014: 109-117
c3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHenggang 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: Exploiting Bounded Staleness to Speed Up Big Data Analytics. USENIX Annual Technical Conference 2014: 37-48
i4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth A. Gibson, Eric P. Xing: High-Performance Distributed ML at Scale through Parameter Server Consistency Models. CoRR abs/1410.8043 (2014)
2013
i3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJinliang Wei, Wei Dai, Abhimanu Kumar, Xun Zheng, Qirong Ho, Eric P. Xing: Consistent Bounded-Asynchronous Parameter Servers for Distributed ML. CoRR abs/1312.7869 (2013)
2012
i2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAbhimanu Kumar, Jason Baldridge, Matthew Lease, Joydeep Ghosh: Dating Texts without Explicit Temporal Cues .CoRR abs/1211.2290 (2012)
2011
c2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAbhimanu Kumar, Matthew Lease, Jason Baldridge: Supervised language modeling for temporal resolution of texts. CIKM 2011: 2069-2072
c1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAbhimanu Kumar, Matthew Lease: Learning to rank from a noisy crowd. SIGIR 2011: 1221-1222
2009
i1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAbhimanu Kumar, Sanjib Kumar Das: A real world network pricing game with less severe Braess' Paradox .CoRR abs/0910.2113 (2009)

Coauthor Index

1Fatima Talib Al-Raisi[c5]
2Jason Baldridge[i2] [c2]
3Jordan Bender[c5]
4Alex Beutel[c6] [c4]
5Archna Bhatia[c5]
6James Cipar[c3]
7Henggang Cui[c3]
8Wei Dai[j1] [c8] [c7] [c3] [i4] [i3]
9Sanjib Kumar Das[i1]
10Chris Dyer[c5]
11Christos Faloutsos[c4]
12Gregory R. Ganger[c3]
13Joydeep Ghosh[i2]
14Phillip B. Gibbons[c3]
15Garth A. Gibson[c8] [c3] [i4]
16Qirong Ho[c9] [j1] [c8] [c7] [i7] [c6] [c3] [i4] [i3]
17Jin Kyu Kim[c9] [j1] [c7] [i7] [c3]
18Matthew Lease[i2] [c2] [c1]
19Seunghak Lee[j1] [c7] [c3]
20Lori S. Levin[c5]
21Chu-Cheng Lin[c5]
22Shriphani Palakodety[i5]
23Evangelos E. Papalexakis[c4]
24Laleh Roostapour[c5]
25Carolyn Penstein Rosé[i5]
26Nathan Schneider[c5]
27Mandy Simons[c5]
28Partha Pratim Talukdar[c4]
29Yulia Tsvetkov[c5]
30Chong Wang[i5]
31Jinliang Wei[j1] [c8] [c7] [c3] [i4] [i3]
32Miaomiao Wen[i5]
33Pengtao Xie[c9] [j1] [c7] [i7] [i6]
34Eric P. Xing[c9] [j1] [c8] [c7] [i7] [i6] [i5] [c6] [c4] [c3] [i4] [i3]
35Junming Yin[i6]
36Yaoliang Yu[c9] [j1] [c7] [i7]
37Xun Zheng[j1] [c7] [i3]
38Yi Zhou[c9] [i7]

 

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