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Universalizing weak supervision

Published in International Conference on Learning Representations (ICLR), 2022

Authors: Changho Shin, Winfred Li, Harit Vishwakarma, Nicholas Roberts, Frederic Sala

AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels

Published in Neural Information Processing Systems (NeurIPS), 2022

Authors: Nicholas Roberts*, Xintong Li*, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala

Lifting Weak Supervision To Structured Prediction

Published in Neural Information Processing Systems (NeurIPS), 2022

Authors: Harit Vishwakarma, Nicholas Roberts, Frederic Sala

NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks

Published in Neural Information Processing Systems (NeurIPS), 2022

Authors: Renbo Tu*, Nicholas Roberts*, Mikhail Khodak, Junhong Shen, Frederic Sala, Ameet Talwalkar

Generative Modeling Helps Weak Supervision (and Vice Versa)

Published in International Conference on Learning Representations (ICLR), 2023

Authors: Benedikt Boecking, Nicholas Roberts, Willie Neiswanger, Stefano Ermon, Frederic Sala, Artur Dubrawski

Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

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Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

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Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

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Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

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Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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