Sathiya Keerthi

Joined

October 2017

Names

Sathiya Keerthi

Emails

****@microsoft.com (Confirmed)

****@yahoo.com (Confirmed)

****@linkedin.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Principal Staff Engineer

LinkedIn (linkedin.com)

2019 – 2021

Criteo

Criteo (criteo.com)

2018 – 2019

Principal Scientist

Microsoft (microsoft.com)

2012 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

2019 – 2021

optimization

1999 – 2021

generative models

2012 – 2017

Publications

On quantizing the state of the Muon optimizer
Aman Gupta, Rafael Celente, Abhishek Shivanna, Daniel Thomas Braithwaite, Gregory Dexter, Shao Tang, Hiroto Udagawa, Daniel Silva, Rohan Ramanath, Sathiya Keerthi
- SPOT
- Readers: Everyone
On quantizing the state of the Muon optimizer
Aman Gupta, Shao Tang, Gregory Dexter, Abhishek Shivanna, Rafael Celente, Rohan Ramanath, Daniel Silva, Hiroto Udagawa, Daniel Thomas Braithwaite, Sathiya Keerthi
- Submitted to ICLR 2026
- Readers: Everyone
AlphaPO: Reward Shape Matters for LLM Alignment
Aman Gupta, Shao Tang, Qingquan Song, Sirou Zhu, Jiwoo Hong, Ankan Saha, Viral Gupta, Noah Lee, Eunki Kim, Siyu Zhu, Parag Agrawal, Natesh S. Pillai, Sathiya Keerthi
- ICML 2025 poster
- Readers: Everyone
QuantEase: Optimization-based Quantization for Large Language Models
Kayhan Behdin, Ayan Acharya, Aman Gupta, Sathiya Keerthi, Rahul Mazumder
- Submitted to ICLR 2024
- Readers: Everyone
A Precise Characterization of SGD Stability Using Loss Surface Geometry
Gregory Dexter, Borja Ocejo, Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna
- ICLR 2024 poster
- Readers: Everyone
A Light-speed Linear Program Solver for Personalized Recommendation with Diversity Constraints
Haoyue Wang, Miao Cheng, Kinjal Basu, Aman Gupta, Sathiya Keerthi, Rahul Mazumder
- Published: 23 Nov 2022, Last Modified: 05 May 2023
- OPT 2022 Poster
- Readers: Everyone
Improved Deep Neural Network Generalization Using m-Sharpness-Aware Minimization
Kayhan Behdin, Qingquan Song, Aman Gupta, David Durfee, Ayan Acharya, Sathiya Keerthi, Rahul Mazumder
- Published: 23 Nov 2022, Last Modified: 05 May 2023
- OPT 2022 Poster
- Readers: Everyone
Image Generation Via Minimizing Frechet Distance in Discriminator Feature Space
Khoa D Doan, Saurav Manchanda, Fengjiao Wang, Sathiya Keerthi, Avradeep Bhowmik, Chandan K. Reddy
- 20 May 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Logit Attenuating Weight Normalization
Aman Gupta, Rohan Ramanath, Jun Shi, Anika Ramachandran, Sirou Zhu, Mingzhou Zhou, Sathiya Keerthi
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Gradient Boosting Neural Networks: GrowNet
Sarkhan Badirli, Xuanqing Liu, Zhengming Xing, Avradeep Bhowmik, Khoa D Doan, Sathiya Keerthi
- 29 Sept 2021 (modified: 12 Oct 2025)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone

View all 11 publications

Co-Authors

View all 45 co-authors