PhD Dissertation Proposal Defense

The primary responsibility of first and second-generation quantum networks will be to facilitate the delivery of bipartite quantum entanglements.

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.

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

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.

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

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...

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

This thesis seeks to understand the extent of health inequity captured in EHR data and investigate how ML models can be redesigned to ensure they maintain...

This thesis contributes novel methods for differentially private statistical learning, with a focus on improving the usability of private inference...

In the first part of my thesis, I introduce split parallelism, a novel  abstraction that addresses the limitations of traditional data parallelism on GPUs.