Hoang Tran

Joined

May 2021

Names

Hoang Tran (Preferred)

Emails

****@bu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Department of Electrical and Computer Engineering, Boston University (bu.edu)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2020 – 2025

Expertise

Optimization

Present

Machine Learning

Present

Publications

Reevaluating Theoretical Analysis Methods for Optimization in Deep Learning
Hoang Tran, Qinzi Zhang, Ashok Cutkosky
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Private Zeroth-Order Nonsmooth Nonconvex Optimization
Qinzi Zhang, Hoang Tran, Ashok Cutkosky
- ICLR 2024 poster
- Readers: Everyone
Better SGD using Second-order Momentum
Hoang Tran, Ashok Cutkosky
- Published: 31 Oct 2022, Last Modified: 16 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Momentum Aggregation for Private Non-convex ERM
Hoang Tran, Ashok Cutkosky
- Published: 31 Oct 2022, Last Modified: 16 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Differentially Private Online-to-batch for Smooth Losses
Qinzi Zhang, Hoang Tran, Ashok Cutkosky
- Published: 31 Oct 2022, Last Modified: 11 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Differentially Private Online-to-Batch for Smooth Losses
Qinzi Zhang, Hoang Tran, Ashok Cutkosky
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone
Momentum Aggregation for Private Non-convex ERM
Hoang Tran, Ashok Cutkosky
- Published: 01 Jan 2022, Last Modified: 27 Apr 2023
- CoRR 2022
- Readers: Everyone
Correcting Momentum with Second-order Information
Hoang Tran, Ashok Cutkosky
- 2021 (modified: 20 May 2022)
- CoRR 2021
- Readers: Everyone

Co-Authors