Cuong Tran

Joined

May 2021

Names

Cuong Tran (Preferred)

Emails

****@syr.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Postdoc

University of Virginia, Charlottesville (virginia.edu)

2023 – 2024

PhD student

Syracuse University (syr.edu)

2020 – 2023

Advisors, Relations & Conflicts

Coauthor

Pascal Van Hentenryck

2020 – 2023

Expertise

differential privacy

2020 – 2023

fairness

2020 – 2023

Publications

The Data Minimization Principle in Machine Learning
Prakhar Ganesh, Cuong Tran, Reza Shokri, Ferdinando Fioretto
- RegML 2024
- Readers: Everyone
On The Fairness Impacts of Hardware Selection in Machine Learning
Sree Harsha Nelaturu, Nishaanth Kanna Ravichandran, Cuong Tran, Sara Hooker, Ferdinando Fioretto
- ICML 2024 Poster
- Readers: Everyone
Data Minimization at Inference Time
Cuong Tran, Ferdinando Fioretto
- NeurIPS 2023 poster
- Readers: Everyone
Personalized Privacy Auditing and Optimization at Test Time
Cuong Tran, Ferdinando Fioretto
- Published: 01 Jan 2023, Last Modified: 17 May 2023
- CoRR 2023
- Readers: Everyone
A Fairness Analysis on Differentially Private Aggregation of Teacher Ensembles
Cuong Tran, Ferdinando Fioretto
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Pruning has a disparate impact on model accuracy
Cuong Tran, Ferdinando Fioretto, Jung-Eun Kim, Rakshit Naidu
- Published: 31 Oct 2022, Last Modified: 13 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Pruning has a disparate impact on model accuracy
Cuong Tran, Ferdinando Fioretto, Jung-Eun Kim, Rakshit Naidu
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone
Differential Privacy and Fairness in Decisions and Learning Tasks: A Survey
Ferdinando Fioretto, Cuong Tran, Pascal Van Hentenryck, Keyu Zhu
- 2022 (modified: 16 Apr 2023)
- IJCAI 2022
- Readers: Everyone
Differential Privacy and Fairness in Decisions and Learning Tasks: A Survey
Ferdinando Fioretto, Cuong Tran, Pascal Van Hentenryck, Keyu Zhu
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone
SF-PATE: Scalable, Fair, and Private Aggregation of Teacher Ensembles
Cuong Tran, Keyu Zhu, Ferdinando Fioretto, Pascal Van Hentenryck
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone

View all 23 publications

Cuong Tran

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors