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Ying Xiao

Affiliations:
  • Palantir Technologies
  • Georgia Institute of Technology, Atlanta, GA, USA (PhD 2015)


According to our database1, Ying Xiao authored at least 10 papers between 2011 and 2017.

Collaborative distances:

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2017
Statistical Algorithms and a Lower Bound for Detecting Planted Cliques.
[BibTeX]
[DOI]
Vitaly Feldman
,
Elena Grigorescu
,
Lev Reyzin
,
Santosh S. Vempala
,
Ying Xiao
J. ACM, 2017

2015
New tools for unsupervised learning.
[BibTeX]
[DOI]
Ying Xiao
PhD thesis, 2015

Max vs Min: Tensor Decomposition and ICA with nearly Linear Sample Complexity.
[BibTeX]
[DOI]
Santosh S. Vempala
,
Ying Xiao
Proceedings of The 28th Conference on Learning Theory, 2015

2014
Max vs Min: Independent Component Analysis with nearly Linear Sample Complexity.
[BibTeX]
[DOI]
Santosh S. Vempala
,
Ying Xiao
CoRR, 2014

Fourier PCA and robust tensor decomposition.
[BibTeX]
[DOI]
Navin Goyal
,
Santosh S. Vempala
,
Ying Xiao
Proceedings of the Symposium on Theory of Computing, 2014

Compact Random Feature Maps.
[BibTeX]
[DOI]
Raffay Hamid
,
Ying Xiao
,
Alex Gittens
,
Dennis DeCoste
Proceedings of the 31th International Conference on Machine Learning, 2014

2013
Fourier PCA.
[BibTeX]
[DOI]
Navin Goyal
,
Santosh S. Vempala
,
Ying Xiao
CoRR, 2013

Complexity of learning subspace juntas and ICA.
[BibTeX]
[DOI]
Santosh S. Vempala
,
Ying Xiao
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
Statistical Algorithms and a Lower Bound for Planted Clique.
[BibTeX]
[DOI]
Vitaly Feldman
,
Elena Grigorescu
,
Lev Reyzin
,
Santosh S. Vempala
,
Ying Xiao
Electron. Colloquium Comput. Complex., 2012

2011
Structure from Local Optima: Learning Subspace Juntas via Higher Order PCA
[BibTeX]
[DOI]
Santosh S. Vempala
,
Ying Xiao
CoRR, 2011


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