PhD Dissertation Proposal Defense

This thesis argues that if LLMs are to engage meaningfully with the full spectrum of human language, they must also demonstrate proficiency in literary analysis

This thesis will explore optimizations related to these new opcodes and functionality.

In this thesis, Hanafy proposes novel resource management techniques that allow cloud users and operators to reduce their operational carbon emissions.

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

Data is generated and collected from all aspects of human activity as well as scientific measurements, simulations, and environmental monitoring.

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.

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