20 citations · 35 across the 4 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2020★ 4 cited
Zeroth-Order Hybrid Gradient Descent: Towards A Principled Black-Box Optimization Framework
Pranay Sharma, Kaidi Xu, Sijia Liu +3
In this work, we focus on the study of stochastic zeroth-order (ZO) optimization which does not require first-order gradient information and uses only function evaluations. The pro…
stat.ML2018
Why Interpretability in Machine Learning? An Answer Using Distributed Detection and Data Fusion Theory
Kush R. Varshney, Prashant Khanduri, Pranay Sharma +2
As artificial intelligence is increasingly affecting all parts of society and life, there is growing recognition that human interpretability of machine learning models is important…