Shreyas Saxena

Principal Researcher, Cerebras Systems, Inc

Joined

December 2016

Names

Shreyas Saxena (Preferred)

Emails

****@inria.fr (Confirmed)

,

****@gmail.com (Confirmed)

,

****@cerebras.net (Confirmed)

Personal Links

Career & Education History

Principal Researcher

Cerebras Systems, Inc (cerebras.net)

2021 – Present

Researcher

Apple (apple.com)

2017 – 2021

PhD student

INRIA (inria.fr)

2013 – 2016

Advisors, Relations & Conflicts

Coauthor

Present

Advisor

2013 – Present

Coworker

2014 – 2016

Coauthor

2011 – 2016

Expertise

No areas of expertise listed

Publications

Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency
Vithursan Thangarasa, Shreyas Saxena, Abhay Gupta, Sean Lie
- ICML 2024 Poster
- Readers: Everyone
Sparse Iso-FLOP Transformations for Maximizing Training Efficiency
Vithursan Thangarasa, Shreyas Saxena, Abhay Gupta, Sean Lie
- WANT@NeurIPS 2023 Poster
- Readers: Everyone
Sparse Iso-FLOP Transformations for Maximizing Training Efficiency
Shreyas Saxena, Vithursan Thangarasa, Abhay Gupta, Sean Lie
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models
Vithursan Thangarasa, Abhay Gupta, William Marshall, Tianda Li, Kevin Leong, Dennis DeCoste, Sean Lie, Shreyas Saxena
- Published: 08 May 2023, Last Modified: 22 Jun 2025
- UAI 2023
- Readers: Everyone
Training With Data Dependent Dynamic Learning Rates
Shreyas Saxena, Nidhi Vyas, Dennis DeCoste
- 16 May 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Learning Soft Labels via Meta Learning
Shreyas Saxena, Nidhi Vyas, Thomas Voice
- 16 May 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Convolutional Neural Fabrics
Shreyas Saxena, Jakob Verbeek
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Heterogeneous Face Recognition with CNNs
Shreyas Saxena, Jakob Verbeek
- 2016 (modified: 11 Nov 2022)
- ECCV Workshops (3) 2016
- Readers: Everyone

Co-Authors