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Metadata Archaeology: Unearthing Data Subsets by Leveraging Training Dynamics


Sep 20, 2022
Shoaib Ahmed Siddiqui, Nitarshan Rajkumar, Tegan Maharaj, David Krueger, Sara Hooker


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Evaluating the Text-to-SQL Capabilities of Large Language Models


Mar 15, 2022
Nitarshan Rajkumar, Raymond Li, Dzmitry Bahdanau


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Myriad: a real-world testbed to bridge trajectory optimization and deep learning


Feb 22, 2022
Nikolaus H. R. Howe, Simon Dufort-Labbé, Nitarshan Rajkumar, Pierre-Luc Bacon

* 13 pages, 4 figures 

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Pretraining Representations for Data-Efficient Reinforcement Learning


Jun 09, 2021
Max Schwarzer, Nitarshan Rajkumar, Michael Noukhovitch, Ankesh Anand, Laurent Charlin, Devon Hjelm, Philip Bachman, Aaron Courville


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In Search of Robust Measures of Generalization


Oct 22, 2020
Gintare Karolina Dziugaite, Alexandre Drouin, Brady Neal, Nitarshan Rajkumar, Ethan Caballero, Linbo Wang, Ioannis Mitliagkas, Daniel M. Roy

* 27 pages, 11 figures, 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada 

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