4 papers
On the Order-Conditional Optimality of Gaffke's Bound
George Bissias, Erik Learned-Miller
Let be a random vector from any Borel probability law on . We revisit the problem of deriving a lower confidence bound (LCB) on a scalar pa…
Contrastive Privacy: A Semantic Approach to Measuring Privacy of AI-based Sanitization
George Bissias, Eugene Bagdasarian, Brian Neil Levine
To sanitize specific concepts from imagery and text, privacy mechanisms with formal guarantees are often eschewed in practice in favor of more intuitive techniques. AI-based saniti…
Algorithms for Approximating Conditionally Optimal Bounds
George Bissias
This work develops algorithms for non-parametric confidence regions for samples from a univariate distribution whose support is a discrete mesh bounded on the left. We generalize t…
Deploying Fair and Efficient Course Allocation Mechanisms
George Bissias, Cyrus Cousins, Paula Navarrete Diaz +1
Universities regularly face the challenging task of assigning classes to thousands of students while considering their preferences, along with course schedules and capacities. Ensu…