Linear Model

Zeno: Distributed Stochastic Gradient Descent with Suspicion-based Fault-tolerance

Authors: Cong Xie, Oluwasanmi Koyejo, Indranil Gupta | Published: 2018-05-25 | Updated: 2019-05-18
Reinforcement Learning Optimization
Loss Function
Linear Model

Approximate Newton-based statistical inference using only stochastic gradients

Authors: Tianyang Li, Anastasios Kyrillidis, Liu Liu, Constantine Caramanis | Published: 2018-05-23 | Updated: 2019-02-05
Sampling Method
Linear Model
Linear Regression