PhD Dissertation Proposal Defense

This dissertation addresses emerging challenges and proposes innovative approaches to adapt A/B testing methodologies to modern constraints while maintaining...

This thesis develops and analyzes algorithms for several key problems related to eigenvalue and eigenvector estimation...

Gaba's dissertation explores the role of natural language and visualization design in shaping users' perceptions of bias in ML systems and its impact on trust.

In this thesis, we identify and rectify some remaining limitations of such cryptographic constructions and their proofs of security.

Cerebellar ataxias are a group of etiologically diverse neurological diseases that cause dysfunction of the cerebellum and related pathways.

In the first part of this thesis, we formulate a general-purpose information-theoretic criterion that allows further improving SSL representations.

This dissertation focuses on advancing wearable technology-based models for assessing physical and behavioral phenotypes.

We focus on three fundamental processes: quantum teleportation with noisy memories, error correction in quantum storage, and distributed blind quantum computing

This dissertation addresses key aspects of TCAP by proposing novel methodologies that enhance value estimation...

This thesis addresses challenges with robust algorithms tackling different aspects of uncertainty, including RL, resource allocation, explainability and LLMs.

This thesis advances fine-grained recognition under limited supervision  through several complementary approaches.

This dissertation shows that two distinct fields - differential privacy and computational ecology - can be addressed through a unified methodological framework.