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Rong Ge 0001

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 Majid Janzamin

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Publications

2020
[i63]
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  dblp key:
  - journals/corr/abs-2004-07984
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  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2004-07984
Majid Janzamin, Rong Ge, Jean Kossaifi, Anima Anandkumar:
Spectral Learning on Matrices and Tensors. CoRR abs/2004.07984 (2020)
2019
[j10]
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  dblp key:
  - journals/ftml/JanzaminGKA19
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  persistent URL:
  - https://dblp.org/rec/journals/ftml/JanzaminGKA19
Majid Janzamin, Rong Ge, Jean Kossaifi, Anima Anandkumar:
Spectral Learning on Matrices and Tensors. Found. Trends Mach. Learn. 12(5-6): 393-536 (2019)
2017
[j8]
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  - electronic edition @ jmlr.org (open access)
  - no references & citations available
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  dblp key:
  - journals/jmlr/AnandkumarGJ17
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  - https://dblp.org/rec/journals/jmlr/AnandkumarGJ17
Animashree Anandkumar, Rong Ge, Majid Janzamin:
Analyzing Tensor Power Method Dynamics in Overcomplete Regime. J. Mach. Learn. Res. 18: 22:1-22:40 (2017)
2015
[c21]
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  - electronic edition @ mlr.press (open access)
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  dblp key:
  - conf/colt/AnandkumarGJ15
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  - https://dblp.org/rec/conf/colt/AnandkumarGJ15
Animashree Anandkumar, Rong Ge, Majid Janzamin:
Learning Overcomplete Latent Variable Models through Tensor Methods. COLT 2015: 36-112
2014
[i17]
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  dblp key:
  - journals/corr/AnandkumarGJ14
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  - https://dblp.org/rec/journals/corr/AnandkumarGJ14
Animashree Anandkumar, Rong Ge, Majid Janzamin:
Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank-1 Updates. CoRR abs/1402.5180 (2014)
[i16]
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  dblp key:
  - journals/corr/AnandkumarGJ14a
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  - https://dblp.org/rec/journals/corr/AnandkumarGJ14a
Animashree Anandkumar, Rong Ge, Majid Janzamin:
Provable Learning of Overcomplete Latent Variable Models: Semi-supervised and Unsupervised Settings. CoRR abs/1408.0553 (2014)
[i15]
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  dblp key:
  - journals/corr/AnandkumarGJ14b
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  - https://dblp.org/rec/journals/corr/AnandkumarGJ14b
Anima Anandkumar, Rong Ge, Majid Janzamin:
Analyzing Tensor Power Method Dynamics: Applications to Learning Overcomplete Latent Variable Models. CoRR abs/1411.1488 (2014)

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