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Qirong Ho

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Abhimanu Kumar

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Publications

2016
[c22]
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  - electronic edition @ auai.org (open access)
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  dblp key:
  - conf/uai/XieKZHKYX16
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  - https://dblp.org/rec/conf/uai/XieKZHKYX16
Pengtao 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
[j1]
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  dblp key:
  - journals/tbd/XingHDKWLZXKY15
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  - https://dblp.org/rec/journals/tbd/XingHDKWLZXKY15
Eric 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)
[c21]
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  - conf/aaai/DaiKWHGX15
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  - https://dblp.org/rec/conf/aaai/DaiKWHGX15
Wei 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
[c18]
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  - conf/kdd/XingHDKWLZXKY15
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Eric 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
[i11]
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  - electronic edition @ arxiv.org (open access)
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  dblp key:
  - journals/corr/XieKZHKYX15
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  - https://dblp.org/rec/journals/corr/XieKZHKYX15
Pengtao 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)
2014
[c16]
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  - electronic edition @ mlr.press (open access)
  - no references & citations available
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  dblp key:
  - conf/aistats/KumarBHX14
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  - https://dblp.org/rec/conf/aistats/KumarBHX14
Abhimanu Kumar, Alex Beutel, Qirong Ho, Eric P. Xing:
Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models on Big Data. AISTATS 2014: 531-539
[c11]
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  - electronic edition @ usenix.org (open access)
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  dblp key:
  - conf/usenix/CuiCHKLKWDGGGX14
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  - https://dblp.org/rec/conf/usenix/CuiCHKLKWDGGGX14
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:
Exploiting Bounded Staleness to Speed Up Big Data Analytics. USENIX Annual Technical Conference 2014: 37-48
[i7]
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  - electronic edition @ arxiv.org (open access)
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  - journals/corr/DaiKWHGX14
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Wei 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
[i2]
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  - electronic edition @ arxiv.org (open access)
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  dblp key:
  - journals/corr/WeiDKZHX13
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  - https://dblp.org/rec/journals/corr/WeiDKZHX13
Jinliang 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)

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