PhD Thesis Defense

In this thesis, Wang addresses this gap by presenting model-driven resource allocation algorithms for latency-sensitive applications...

This thesis proposes an alternative path toward intelligent control by  drawing inspiration from biological systems and exploring the concept of time-aware...

This thesis focuses on addressing the challenges of sleep monitoring at the community level by developing scalable, personalizable, and robust sleep detection..

This dissertation explores the development and application of clinical foundation models (FMs).

Probabilistic models are essential for understanding complex systems across various fields, but inference in these models is often intractable.

This thesis addresses reconstruction tasks for static and dynamic structures, focusing on buildings and human faces exploring representations...

This thesis focuses on the development and application of adaptive machine-learning models.

In this work we produce verified code for a Seldonian algorithm validation test.

This thesis addresses these challenges through a series of innovations in multi-task learning.

This research advances methodologies for analyzing textual content from large-scale online datasets, interpreting message intent, retrieving  knowledge...

This thesis proposes an alternative path toward intelligent control by  drawing inspiration from biological systems and exploring the concept of time-aware...

This proposal addresses three problems in fair ML.