@article{dimitrakakis:hal-01500302, TITLE = {{Differential Privacy for Bayesian Inference through Posterior Sampling}}, AUTHOR = {Dimitrakakis, Christos and Nelson, Blaine and Zhang, Zuhe and Mitrokotsa, Aikateirni and Rubinstein, Benjamin I P}, URL = {https://inria.hal.science/hal-01500302}, JOURNAL = {{Journal of Machine Learning Research}}, PUBLISHER = {{Microtome Publishing}}, VOLUME = {18}, NUMBER = {11}, PAGES = {1--39}, YEAR = {2017}, MONTH = Apr, KEYWORDS = {Bayesian inference ; differential privacy ; robustness ; adversarial Learning}, PDF = {https://inria.hal.science/hal-01500302/file/15-257.pdf}, HAL_ID = {hal-01500302}, HAL_VERSION = {v1}, }