Sort by
Refine Your Search
-
project, we aim to employ privacy-enhancing techniques to design new and efficient algorithms that can provide strong protection during the entire life cycle of ML models used on the devices
-
project, we aim to employ privacy-enhancing techniques to design new and efficient algorithms that can provide strong protection during the entire life cycle of ML models used on the devices
-
at an ambitious goal - designing secure and privacy-enhancing algorithms and framework for FL and applying our designs into real-world applications. To achieve this goal, we expect to deeply and
-
detection and monitoring, invariant and distributionally robust representation learning algorithms, and deployment-time calibration with uncertainty quantification using approaches such as conformal
-
experiments with people and AI systems. Some students may develop new theory or algorithms; others may use existing methods to explain behaviour in a particular setting. In either case, the aim is to
-
experiments with people and AI systems. Some students may develop new theory or algorithms; others may use existing methods to explain behaviour in a particular setting. In either case, the aim is to