Yi Ren

Researcher, Facebook

Joined

May 2021

Names

Yi Ren (Preferred)

Emails

****@columbia.edu (Confirmed)

Personal Links

Career & Education History

Researcher

Facebook (meta.com)

2022 – Present

PhD student

Columbia University (columbia.edu)

2017 – 2022

Researcher

Facebook (fb.com)

2021 – 2021

Researcher

Amazon (amazon.com)

2019 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

ASGO: Adaptive Structured Gradient Optimization
Kang An, Yuxing Liu, Rui Pan, Yi Ren, Shiqian Ma, Donald Goldfarb, Tong Zhang
- NeurIPS 2025 poster
- Readers: Everyone
A Mini-Block Fisher Method for Deep Neural Networks
Achraf Bahamou, Donald Goldfarb, Yi Ren
- Published: 01 Jan 2023, Last Modified: 03 Feb 2024
- AISTATS 2023
- Readers: Everyone
A Mini-Block Natural Gradient Method for Deep Neural Networks
Achraf Bahamou, Donald Goldfarb, Yi Ren
- 2022 (modified: 26 May 2022)
- CoRR 2022
- Readers: Everyone
Using Second-Order Information in Training Deep Neural Networks
Yi Ren
- Published: 01 Jan 2022, Last Modified: 03 Feb 2024
- undefined 2022
- Readers: Everyone
Tensor Normal Training for Deep Learning Models
Yi Ren, Donald Goldfarb
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Spotlight
- Readers: Everyone
Tensor Normal Training for Deep Learning Models
Yi Ren, Donald Goldfarb
- Published: 01 Jan 2021, Last Modified: 03 Feb 2024
- CoRR 2021
- Readers: Everyone
Kronecker-factored Quasi-Newton Methods for Convolutional Neural Networks
Yi Ren, Donald Goldfarb
- Published: 01 Jan 2021, Last Modified: 03 Feb 2024
- CoRR 2021
- Readers: Everyone
Tensor Normal Training for Deep Learning Models
Yi Ren, Donald Goldfarb
- Published: 01 Jan 2021, Last Modified: 03 Feb 2024
- NeurIPS 2021
- Readers: Everyone
Practical Quasi-Newton Methods for Training Deep Neural Networks
Donald Goldfarb, Yi Ren, Achraf Bahamou
- 2020 (modified: 26 May 2022)
- NeurIPS 2020
- Readers: Everyone
Practical Quasi-Newton Methods for Training Deep Neural Networks
Donald Goldfarb, Yi Ren, Achraf Bahamou
- 2020 (modified: 26 May 2022)
- CoRR 2020
- Readers: Everyone

View all 11 publications

Co-Authors