177 citations · 178 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 1 cited
Optimal Transfer Learning Model for Binary Classification of Funduscopic Images through Simple Heuristics
Rohit Jammula, Vishnu Rajan Tejus, Shreya Shankar
Deep learning models have the capacity to fundamentally revolutionize medical imaging analysis, and they have particularly interesting applications in computer-aided diagnosis. We…
stat.ML2017★ 177 cited
No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World
Shreya Shankar, Yoni Halpern, Eric Breck +3
Modern machine learning systems such as image classifiers rely heavily on large scale data sets for training. Such data sets are costly to create, thus in practice a small number o…