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ORCIDGabrielle Gauthier Melançon
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Journal Articles
- 2021
[j1]Gabrielle Gauthier Melançon
, Philippe Grangier, Eric Prescott-Gagnon, Emmanuel Sabourin, Louis-Martin Rousseau:
A Machine Learning-Based System for Predicting Service-Level Failures in Supply Chains. INFORMS J. Appl. Anal. 51(3): 200-212 (2021)
Conference and Workshop Papers
- 2022
- [c3]Gabrielle Gauthier Melançon, Orlando Marquez Ayala, Lindsay Brin, Chris Tyler, Frederic Branchaud-Charron, Joseph Marinier, Karine Grande, Di Le:
Azimuth: Systematic Error Analysis for Text Classification. EMNLP (Demos) 2022: 298-310 - 2021
- [c2]Umang Bhatt, Javier Antorán, Yunfeng Zhang, Q. Vera Liao, Prasanna Sattigeri, Riccardo Fogliato, Gabrielle Gauthier Melançon, Ranganath Krishnan, Jason Stanley, Omesh Tickoo, Lama Nachman, Rumi Chunara, Madhulika Srikumar, Adrian Weller, Alice Xiang:
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty. AIES 2021: 401-413 - 2014
- [c1]Maxim Hoskins, Renaud Masson, Gabrielle Gauthier Melançon, Jorge E. Mendoza, Christophe Meyer, Louis-Martin Rousseau:
The PrePack Optimization Problem. CPAIOR 2014: 136-143
Informal and Other Publications
- 2022
- [i2]Gabrielle Gauthier Melançon, Orlando Marquez Ayala, Lindsay Brin, Chris Tyler, Frédéric Branchaud-Charron, Joseph Marinier, Karine Grande, Di Le:
Azimuth: Systematic Error Analysis for Text Classification. CoRR abs/2212.08216 (2022) - 2020
- [i1]Umang Bhatt, Yunfeng Zhang, Javier Antorán, Q. Vera Liao, Prasanna Sattigeri, Riccardo Fogliato, Gabrielle Gauthier Melançon, Ranganath Krishnan, Jason Stanley, Omesh Tickoo, Lama Nachman, Rumi Chunara, Adrian Weller, Alice Xiang:
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty. CoRR abs/2011.07586 (2020)
Coauthor Index
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