Towards Multiverse Databases
Alana Marzoev, Lara Timbó Araújo, Malte Schwarzkopf, Samyukta Yagati, Eddie Kohler, Robert Morris, M. Frans Kaashoek, Sam Madden
To appear at HotOS 2019

High Accuracy SGD Using Low-Precision Arithmetic and Variance Reduction (for Linear Models)
Alana Marzoev, Christopher De Sa
SysML 2018.