no code implementations • 8 Jan 2019 • Anh T. Pham, Shalini Ghosh, Vinod Yegneswaran
In particular, we propose a method of masking the private data with privacy guarantee while ensuring that a classifier trained on the masked data is similar to the classifier trained on the original data, to maintain usability.
no code implementations • 14 Nov 2014 • Anh T. Pham, Raviv Raich, Xiaoli Z. Fern
To reduce labeling cost, instead of labeling every instance, a group of instances (bag) is labeled by a single bag label.