Xi He
Xi He
Verified email at lehigh.edu - Homepage
Title
Cited by
Cited by
Year
Efficient distributed hessian free algorithm for large-scale empirical risk minimization via accumulating sample strategy
M Jahani, X He, C Ma, A Mokhtari, D Mudigere, A Ribeiro, M Takác
International Conference on Artificial Intelligence and Statistics, 2634-2644, 2020
132020
Large scale distributed hessian-free optimization for deep neural network
X He, D Mudigere, M Smelyanskiy, M Takác
arXiv preprint arXiv:1606.00511, 97-104, 2016
122016
Distributed hessian-free optimization for deep neural network
X He, D Mudigere, M Smelyanskiy, M Takáč
arXiv preprint arXiv:1606.00511, 2016
92016
Dual free SDCA for empirical risk minimization with adaptive probabilities
X He, M Takác
arXiv preprint arXiv:1510.06684, 2015
92015
Efficient calculations of negative curvature in a hessian free deep learning framework
XI He, I Akrotirianakis, A Chakraborty
US Patent 10,713,566, 2020
32020
Dual Free Adaptive Minibatch SDCA for Empirical Risk Minimization
X He, R Tappenden, M Takac
Frontiers in Applied Mathematics and Statistics 4, 33, 2018
32018
Distributed Algorithms in Large-scaled Empirical Risk Minimization: Non-convexity, Adaptive-sampling, and Matrix-free Second-order Methods
X He
2019
Distributed Restarting NewtonCG Method for Large-Scale Empirical Risk Minimization
M Jahani, X He, C Ma, D Mudigere, A Mokhtari, A Ribeiro, M Takac
2017
A Method with Parameter for Solving the Spectral Radius of Nonnegative Tensor
YY Li, QZ Yang, X He
Journal of the Operations Research Society of China 5 (1), 3-25, 2017
2017
Estimating Portfolio Loss Probabilities with Optimal Risk Loading Coefficients and Fixed Dependency among Obligors
X He, I Akrotirianakis, A Chakraborty
2015
Grow Your Samples and Optimize Better via Distributed Newton CG and Accumulating Strategy
M Jahani, X He, C Ma, A Mokhtari, D Mudigere, A Ribeiro, M Takác
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