bayesian methods

Bayesian Decision-Theoretic Privacy

Christian P. Robert, Full Professor, Department of Applied Mathematics (CEREMADE), Paris Dauphine-PSL University;

Nov 2, 12:00 - 13:00

B3 R5209

Data Privacy statistical privacy bayesian adversial privacy privacy-preserving machine learning privacy-preserving AI bayesian methods

This seminar introduces two Bayesian decision-theoretic frameworks, persuasive privacy and Bayesian adversarial privacy, that quantify statistical privacy by evaluating how data releases influence adversarial beliefs and decisions while offering contextual alternatives to conventional differential privacy.

Event Status: Cancelled | Efficient Bayesian Methods for Biostatistics

Janet van Niekerk, Research Scientist (former), Statistics

Oct 2, 12:00 - 13:00

B9 L2 R2325

bayesian methods

In this talk, I will present some case studies where we approach near real-time inference for complex Biostatistics models, such as disease mapping and brain activation mapping models, among others often encountered in the biostatistics domain, using INLA.