PW
Pete Warden
cs.LGcs.AIcs.ARcs.CLcs.DCcs.CYcs.SDcs.CVcs.HCeess.AS
On Valency
published · living versionsW_snpkpxfk·v1 · currentpublished
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
with Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo +35
1 version
Preprints & journals
18 papers in the corpus · 2016–2026Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications2405.00892v6 · Colby Banbury, Emil Njor, Andrea Mattia Garavagno et al.2024 · 4 citationsarXiv
Moonshine v2: Ergodic Streaming Encoder ASR for Latency-Critical Speech Applications2602.12241v1 · Manjunath Kudlur, Evan King, James Wang et al.2026 · 0 citationsarXiv
Datasheets for Machine Learning Sensors2306.08848v4 · Matthew Stewart, Yuke Zhang, Pete Warden et al.2023 · 2 citationsarXiv
Flavors of Moonshine: Tiny Specialized ASR Models for Edge Devices2509.02523v1 · Evan King, Adam Sabra, Manjunath Kudlur et al.2025 · 0 citationsarXiv
Materiality and Risk in the Age of Pervasive AI Sensors2402.11183v2 · Mona Sloane, Emanuel Moss, Susan Kennedy et al.2024 · 10 citationsNature Machine Intelligence (2025): 1-12
Moonshine: Speech Recognition for Live Transcription and Voice Commands2410.15608v2 · Nat Jeffries, Evan King, Manjunath Kudlur et al.2024 · 0 citationsarXiv
Is TinyML Sustainable? Assessing the Environmental Impacts of Machine Learning on Microcontrollers2301.11899v3 · Shvetank Prakash, Matthew Stewart, Colby Banbury et al.2023 · 5 citationsarXiv
CFU Playground: Full-Stack Open-Source Framework for Tiny Machine Learning (tinyML) Acceleration on FPGAs2201.01863v3 · Shvetank Prakash, Tim Callahan, Joseph Bushagour et al.2022 · 47 citationsIEEE International Symposium on Performance Analysis of Systems and Software (ISPASS). (2023) 157-167
Machine Learning Sensors2206.03266v1 · Pete Warden, Matthew Stewart, Brian Plancher et al.2022 · 2 citationsarXiv
ML-EXray: Visibility into ML Deployment on the Edge2111.04779v1 · Hang Qiu, Ioanna Vavelidou, Jian Li et al.2021 · 3 citationsMLSys 2022
Few-Shot Keyword Spotting in Any Language2104.01454v4 · Mark Mazumder, Colby Banbury, Josh Meyer et al.2021 · 36 citationsProc. Interspeech 2021
MLPerf Tiny Benchmark2106.07597v4 · Colby Banbury, Vijay Janapa Reddi, Peter Torelli et al.2021 · 2 citationsarXiv
Widening Access to Applied Machine Learning with TinyML2106.04008v2 · Vijay Janapa Reddi, Brian Plancher, Susan Kennedy et al.2021 · 61 citationsarXiv
TensorFlow Lite Micro: Embedded Machine Learning on TinyML Systems2010.08678v3 · Robert David, Jared Duke, Advait Jain et al.2020 · 166 citationsarXiv
Data Engineering for Everyone2102.11447v1 · Vijay Janapa Reddi, Greg Diamos, Pete Warden et al.2021 · 4 citationsarXiv
Visual Wake Words Dataset1906.05721v1 · Aakanksha Chowdhery, Pete Warden, Jonathon Shlens et al.2019 · 83 citationsarXiv
TensorFlow: A system for large-scale machine learning1605.08695v2 · Mart'in Abadi, Paul Barham, Jianmin Chen et al.2016 · 12,769 citationsarXivon Valency
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems1603.04467v2 · Mart'in Abadi, Ashish Agarwal, Paul Barham et al.2016 · 9,713 citationsarXivon Valency
Career total: 30 works. 18 are in this corpus.
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