@inproceedings{gopi2020locally, author = {Gopi, Sivakanth and Kamath, Gautam and Kulkarni, Janardhan (Jana) and Nikolov, Aleksandar and Wu, Zhiwei Steven and Zhang, Huanyu}, title = {Locally Private Hypothesis Selection}, booktitle = {Conference on Learning Theory (COLT) 2020}, year = {2020}, month = {July}, abstract = {We initiate the study of hypothesis selection under local differential privacy. Given samples from an unknown probability distribution  and a set of  probability distributions , we aim to output, under the constraints of -local differential privacy, a distribution from  whose total variation distance to  is comparable to the best such distribution.}, url = {http://approjects.co.za/?big=en-us/research/publication/locally-private-hypothesis-selection/}, }