Danny Hyun Ho Son

PhD student, New York University

Joined

October 2021

Names

Danny Hyun Ho Son (Preferred)

,

Hyun Ho Son

,

Danny Son

Emails

****@illinois.edu (Confirmed)

,

****@nyu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

New York University (nyu.edu)

2023 – 2026

PhD student

University of Illinois at Urbana-Champaign (illinois.edu)

2021 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Matus Telgarsky

2021 – 2026

PhD Advisor

2021 – 2021

Expertise

deep learning

,

reinforcement learning

,

optimization

2021 – 2026

Publications

Understanding Adam through the Lens of Duality: A Unified Theory of Normalized Gradient Methods
Danny Hyun Ho Son, Matus Telgarsky, Zihan Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
The ubiquity of 2-homogeneity, how its implicit bias selects features, and other stories
Matus Telgarsky, Danny Hyun Ho Son
- Submitted to ICLR 2025
- Readers: Everyone
Test Error Guarantees for Batch-normalized two-layer ReLU Networks Trained with Gradient Descent
Danny Hyun Ho Son, Colin Lu, Matus Telgarsky
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Adversarially Robust Models may not Transfer Better: Sufficient Conditions for Domain Transferability from the View of Regularization
Xiaojun Xu, Jacky Y. Zhang, Evelyn Ma, Hyun Ho Son, Sanmi Koyejo, Bo Li
- Published: 01 Jan 2022, Last Modified: 10 May 2023
- ICML 2022
- Readers: Everyone

Co-Authors