Joseph Geumlek

According to our database, Joseph Geumlek authored at least 5 papers between 2016 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2020

Sampling from Distributions under Differential Privacy Notions.

Joseph Geumlek

PhD thesis, 2020

2019

Privacy Amplification by Mixing and Diffusion Mechanisms.

Borja Balle, Gilles Barthe, Marco Gaboardi, Joseph Geumlek

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Profile-based Privacy for Locally Private Computations.

Joseph Geumlek, Kamalika Chaudhuri

Proceedings of the IEEE International Symposium on Information Theory, 2019

2017

Renyi Differential Privacy Mechanisms for Posterior Sampling.

Joseph Geumlek, Shuang Song, Kamalika Chaudhuri

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

On the Theory and Practice of Privacy-Preserving Bayesian Data Analysis.

James R. Foulds, Joseph Geumlek, Max Welling, Kamalika Chaudhuri

Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016