Xi He

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 6

Top Topics

Image Reconstruction From Projections

Global Optimization

Empirical Risk Minimization

Top Venues

Frontiers Appl. Math. Stat.

Publications

Majid Jahani, Xi He, Chenxin Ma, Aryan Mokhtari, Dheevatsa Mudigere, Alejandro Ribeiro, Martin Takác
Efficient Distributed Hessian Free Algorithm for Large-scale Empirical Risk Minimization via Accumulating Sample Strategy. AISTATS (2020)
Xi He, Rachael Tappenden, Martin Takác
Dual Free Adaptive Minibatch SDCA for Empirical Risk Minimization. Frontiers Appl. Math. Stat. 4 (2018)
Majid Jahani, Xi He, Chenxin Ma, Aryan Mokhtari, Dheevatsa Mudigere, Alejandro Ribeiro, Martin Takác
Efficient Distributed Hessian Free Algorithm for Large-scale Empirical Risk Minimization via Accumulating Sample Strategy. CoRR (2018)
Xi He, Dheevatsa Mudigere, Mikhail Smelyanskiy, Martin Takác
Distributed Hessian-Free Optimization for Deep Neural Network. AAAI Workshops (2017)
Xi He, Dheevatsa Mudigere, Mikhail Smelyanskiy, Martin Takác
Large Scale Distributed Hessian-Free Optimization for Deep Neural Network. CoRR (2016)
Xi He, Martin Takác
Dual Free SDCA for Empirical Risk Minimization with Adaptive Probabilities. CoRR (2015)