2 papers
cs.SE2020
Towards ML Engineering: A Brief History Of TensorFlow Extended (TFX)
Konstantinos, Katsiapis, Abhijit Karmarkar +17
Software Engineering, as a discipline, has matured over the past 5+ decades. The modern world heavily depends on it, so the increased maturity of Software Engineering was an eventu…
cs.LG2019
Robust Federated Learning in a Heterogeneous Environment
Avishek Ghosh, Justin Hong, Dong Yin +1
We study a recently proposed large-scale distributed learning paradigm, namely Federated Learning, where the worker machines are end users' own devices. Statistical and computation…