Pete Warden

PhD student, Engineering, Stanford University

Joined

May 2024

Names

Pete Warden (Preferred)

Emails

****@stanford.edu (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

PhD student

Engineering, Stanford University (stanford.edu)

2022 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Sachin Katti

2022 – 2027

PhD Advisor

Vijay Janapa Reddi

2022 – 2027

Expertise

TinyML

2014 – 2027

Publications

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications
Colby Banbury, Emil Njor, Andrea Mattia Garavagno, Mark Mazumder, Pete Warden, Manjunath Kudlur, Nat Jeffries, Xenofon Fafoutis, Vijay Janapa Reddi
- Accepted by DMLR_Special_Track
- Readers: Everyone
Wake Vision: A Large-scale, Diverse Dataset and Benchmark Suite for TinyML Person Detection
Colby R. Banbury, Emil J. Njor, Matthew Stewart, Pete Warden, Manjunath Kudlur, Nat Jeffries, Xenofon Fafoutis, Vijay Janapa Reddi
- CoRR 2024
- Readers: Everyone
Materiality and Risk in the Age of Pervasive AI Sensors
Matthew Stewart, Emanuel Moss, Pete Warden, Brian Plancher, Susan Kennedy, Mona Sloane, Vijay Janapa Reddi
- CoRR 2024
- Readers: Everyone
Machine Learning Sensors
Pete Warden, Matthew Stewart, Brian Plancher, Sachin Katti, Vijay Janapa Reddi
- Commun. ACM 2023
- Readers: Everyone
Is TinyML Sustainable?
Shvetank Prakash, Matthew Stewart, Colby R. Banbury, Mark Mazumder, Pete Warden, Brian Plancher, Vijay Janapa Reddi
- Commun. ACM 2023
- Readers: Everyone
Datasheets for Machine Learning Sensors
Matthew Stewart, Pete Warden, Yasmine Omri, Shvetank Prakash, Joao Santos, Shawn Hymel, Benjamin Brown, Jim MacArthur, Nat Jeffries, Brian Plancher, Vijay Janapa Reddi
- CoRR 2023
- Readers: Everyone
CFU Playground: Full-Stack Open-Source Framework for Tiny Machine Learning (TinyML) Acceleration on FPGAs
Shvetank Prakash, Tim Callahan, Joseph Bushagour, Colby R. Banbury, Alan V. Green, Pete Warden, Tim Ansell, Vijay Janapa Reddi
- ISPASS 2023
- Readers: Everyone
CFU Playground: Want a faster ML processor? Do it yourself!
Shvetank Prakash, Tim Callahan, Joseph Bushagour, Colby R. Banbury, Alan V. Green, Pete Warden, Tim Ansell, Vijay Janapa Reddi
- DATE 2023
- Readers: Everyone
Is TinyML Sustainable? Assessing the Environmental Impacts of Machine Learning on Microcontrollers
Shvetank Prakash, Matthew Stewart, Colby R. Banbury, Mark Mazumder, Pete Warden, Brian Plancher, Vijay Janapa Reddi
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
ML-EXray: Visibility into ML Deployment on the Edge
Hang Qiu, Ioanna Vavelidou, Jian Li, Evgenya Pergament, Pete Warden, Sandeep Chinchali, Zain Asgar, Sachin Katti
- 2022 (modified: 18 Nov 2022)
- MLSys 2022
- Readers: Everyone

View all 28 publications

Co-Authors

View all 126 co-authors