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Picture for Poonam Yadav

Poonam Yadav

University of York

The Case for Retraining of ML Models for IoT Device Identification at the Edge


Nov 17, 2020
Roman Kolcun, Diana Andreea Popescu, Vadim Safronov, Poonam Yadav, Anna Maria Mandalari, Yiming Xie, Richard Mortier, Hamed Haddadi

* 13 pages, 8 figures, 4 tables 

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Benchmarking TinyML Systems: Challenges and Direction


Mar 10, 2020
Colby R. Banbury, Vijay Janapa Reddi, Max Lam, William Fu, Amin Fazel, Jeremy Holleman, Xinyuan Huang, Robert Hurtado, David Kanter, Anton Lokhmotov, David Patterson, Danilo Pau, Jae-sun Seo, Jeff Sieracki, Urmish Thakker, Marian Verhelst, Poonam Yadav

* 5 pages, 1 figure, 2 tables 

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Face Prediction Model for an Automatic Age-invariant Face Recognition System


Apr 16, 2015
Poonam Yadav

* 3 pages, 2 figures 

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