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Sarath Chandar

Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness

Nov 25, 2022
Abdelrahman Zayed, Prasanna Parthasarathi, Goncalo Mordido, Hamid Palangi, Samira Shabanian, Sarath Chandar

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* In Proceedings of AAAI 2023

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Segmentation of Multiple Sclerosis Lesions across Hospitals: Learn Continually or Train from Scratch?

Oct 27, 2022
Enamundram Naga Karthik, Anne Kerbrat, Pierre Labauge, Tobias Granberg, Jason Talbott, Daniel S. Reich, Massimo Filippi, Rohit Bakshi, Virginie Callot, Sarath Chandar, Julien Cohen-Adad

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* Accepted at the Medical Imaging Meets NeurIPS (MedNeurIPS) Workshop 2022

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Improving Meta-Learning Generalization with Activation-Based Early-Stopping

Aug 03, 2022
Simon Guiroy, Christopher Pal, Gonçalo Mordido, Sarath Chandar

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* Accepted at CoLLAs 2022. To be published in Proceedings of Machine Learning Research (PMLR)

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An Introduction to Lifelong Supervised Learning

Jul 12, 2022
Shagun Sodhani, Mojtaba Faramarzi, Sanket Vaibhav Mehta, Pranshu Malviya, Mohamed Abdelsalam, Janarthanan Janarthanan, Sarath Chandar

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* Lifelong Learning Primer

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