Training Deep Models Faster with Robust, Approximate Importance SamplingTyler B. Johnson, Carlos Guestrin|Neural Information Processing Systems|2018Cited by 66
AdaScale SGD: A User-Friendly Algorithm for Distributed TrainingTyler B. Johnson, Carlos Guestrin, Pulkit Agrawal et al.|arXiv (Cornell University)|2020Cited by 20
StingyCD: Safely Avoiding Wasteful Updates in Coordinate DescentTyler B. Johnson, Carlos Guestrin|International Conference on Machine Learning|2017Cited by 8
AdaScale SGD: A User-Friendly Algorithm for Distributed TrainingTyler B. Johnson, Carlos Guestrin, Haijie Gu et al.|Unknown|2020Cited by 4
A Fast, Principled Working Set Algorithm for Exploiting Piecewise Linear Structure in Convex ProblemsTyler B. Johnson, Carlos Guestrin|arXiv (Cornell University)|2018Cited by 3