Dual Free SDCA for Empirical Risk Minimization with Adaptive Probabilities. - Xi He 004; Martin Takác 001 (CoRR, 2015)

Large Scale Distributed Hessian-Free Optimization for Deep Neural Network. - Xi He 004; Dheevatsa Mudigere; Mikhail Smelyanskiy; Martin Takác 001 (CoRR, 2016)

Distributed Hessian-Free Optimization for Deep Neural Network. - Xi He 004; Dheevatsa Mudigere; Mikhail Smelyanskiy; Martin Takác 001 (AAAI Workshops, 2017)

Dual Free Adaptive Minibatch SDCA for Empirical Risk Minimization. - Xi He 004; Rachael Tappenden; Martin Takác 001 (Frontiers Appl. Math. Stat., 2018)

Efficient Distributed Hessian Free Algorithm for Large-scale Empirical Risk Minimization via Accumulating Sample Strategy. - Majid Jahani; Xi He 004; Chenxin Ma; Aryan Mokhtari; Dheevatsa Mudigere; Alejandro Ribeiro; Martin Takác 001 (AISTATS, 2020)