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Xi He

Affiliations:
  • Lehigh University, Department of Industrial and Systems Engineering, Bethlehem, PA, USA


According to our database1, Xi He authored at least 5 papers between 2015 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2020
Efficient Distributed Hessian Free Algorithm for Large-scale Empirical Risk Minimization via Accumulating Sample Strategy.
[BibTeX]
[DOI]
Majid Jahani
,
Xi He
,
Chenxin Ma
,
Aryan Mokhtari
,
Dheevatsa Mudigere
,
Alejandro Ribeiro
,
Martin Takác
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2018
Dual Free Adaptive Minibatch SDCA for Empirical Risk Minimization.
[BibTeX]
[DOI]
Xi He
,
Rachael Tappenden
,
Martin Takác
Frontiers Appl. Math. Stat., 2018

2017
Distributed Hessian-Free Optimization for Deep Neural Network.
[BibTeX]
[DOI]
Xi He
,
Dheevatsa Mudigere
,
Mikhail Smelyanskiy
,
Martin Takác
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Large Scale Distributed Hessian-Free Optimization for Deep Neural Network.
[BibTeX]
[DOI]
Xi He
,
Dheevatsa Mudigere
,
Mikhail Smelyanskiy
,
Martin Takác
CoRR, 2016

2015
Dual Free SDCA for Empirical Risk Minimization with Adaptive Probabilities.
[BibTeX]
[DOI]
Xi He
,
Martin Takác
CoRR, 2015


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