Akhil Mathur

Researcher, Meta AI

Joined

September 2019

Names

Akhil Mathur (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Meta AI (meta.com)

2022 – Present

Principal Researcher

Bell Labs (nokia-bell-labs.com)

2011 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

Federated Learning

Present

Domain Adaptation

Present

Self-supervised learning

Present

ML4D

Present

Publications

Resource Efficient Deep Reinforcement Learning for Acutely Constrained TinyML Devices
Filip Svoboda, David Nunes, Milad Alizadeh, Russel Daries, Rui Luo, Akhil Mathur, Sourav Bhattacharya, Jorge Sa Silva, Nicholas Donald Lane
- Published: 07 Feb 2021, Last Modified: 05 May 2023
- tinyML 2021 Poster
- Readers: Everyone
A first look into the carbon footprint of federated learning
Xinchi Qiu, Titouan Parcollet, daniel j Beutel, Taner Topal, Akhil Mathur, Nicholas Donald Lane
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Withdrawn Submission
- Readers: Everyone
Scaling Unsupervised Domain Adaptation through Optimal Collaborator Selection and Lazy Discriminator Synchronization
Akhil Mathur, Shaoduo Gan, Anton Isopoussu, Fahim Kawsar, Nadia Berthouze, Nicholas Donald Lane
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors