Michael Cardei
My name is Michael Cardei and I am Ph.D. student in Computer Science at the University of Virginia, where I work under the supervision of Professor Ferdinando Fioretto. As a member of the RAISE lab, my research is focused on Responsible Generative AI.
I completed my BS in Computer Science at the University of Florida, where I performed research under the guidance of Dr. My Thai in the areas of LLM’s, Federated Learning, and XAI. I was part of the 2023 Robotics Institute Summer Scholars program RISS at the Robotics Institute at Carnegie Mellon University where I worked on Computer Vision applications for Autonomous Vehicles under the guidance of Dr. Srinivasa Narasimhan. In the summer of 2022, I was part of the Wake Forest University, Center for Artificial Intelligence summer REU program under the guidance of Dr. Umit Topaloglu researching ML privacy and bias.
news
Feb 28, 2024 | Full version of Improving Equity in Deep Learning Medical Applications with the Gerchberg-Saxton Algorithm is published in the Journal of Healthcare Informatics Research; available (here). |
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Aug 15, 2023 | I have begun researching at the University of Florida under the guidance of Dr. My Thai. |
Jun 26, 2023 | Paper titled Improving Equity in Deep Learning Medical Applications with the Gerchberg-Saxton Algorithm is published at the 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI). |
Jun 01, 2023 | Research Intern at Carnegie Mellon University, Robotics Insitution RISS program, advised by Dr. Srinivasa Narasimhan (June - August) |
Mar 08, 2023 | New preprint titled Advancing Privacy in Deep Learning Through Data Transformations. Paper available here. |
selected publications
- Improving Equity in Deep Learning Medical Applications with the Gerchberg-Saxton AlgorithmJournal of Healthcare Informatics Research, 2024