Uncertainty as a form of transparency: Measuring, communicating, and using uncertainty U Bhatt, J Antorán, Y Zhang, QV Liao, P Sattigeri, R Fogliato, ... Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 401-413, 2021 | 241 | 2021 |
A Machine Learning-Based System for Predicting Service-Level Failures in Supply Chains G Gauthier-Melançon, P Grangier, E Prescott-Gagnon, E Sabourin, ... INFORMS Journal on Applied Analytics 51 (3), 200-212, 2021 | 17 | 2021 |
Method of and server for training a machine learning algorithm for estimating uncertainty of a sequence of models G Gauthier-Melancon, W Gharbieh, I Malik, WX Snelgrove US Patent App. 16/730,008, 2021 | 13* | 2021 |
System and method for retail planning with smart product attributes K Grande, GG Melancon US Patent 11,030,574, 2021 | 9 | 2021 |
System and Method to Predict Service Level Failure in Supply Chains G Gauthier Melancon, P Grangier, E Prescott-Gagnon, E Sabourin US Patent App. 16/167,224, 2018 | 9* | 2018 |
The prepack optimization problem M Hoskins, R Masson, G Gauthier Melançon, JE Mendoza, C Meyer, ... International Conference on AI and OR Techniques in Constriant Programming …, 2014 | 9 | 2014 |
System and method for assortment planning with interactive similarity and transferable demand visualization I Alvarez, GG Melancon US Patent 10,997,615, 2021 | 6 | 2021 |
Azimuth: Systematic error analysis for text classification G Gauthier-Melançon, OM Ayala, L Brin, C Tyler, F Branchaud-Charron, ... arXiv preprint arXiv:2212.08216, 2022 | 4 | 2022 |
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Y Feng, E Lefever Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023 | 3 | 2023 |
Uncertainty as a form of transparency: Measuring, communicating, and using uncertainty. arXiv 2021 U Bhatt, J Antorán, Y Zhang, QV Liao, P Sattigeri, R Fogliato, ... arXiv preprint arXiv:2011.07586, 0 | 2 | |
System and Method for Retail Planning with Smart Product Attributes K Grande, G Gauthier-Melançon US Patent App. 17/341,014, 2021 | 1 | 2021 |
System and Method to Predict Service Level Failure in Supply Chains GG Melancon, P Grangier, E Prescott-gagnon, E Sabourin US Patent App. 18/583,070, 2024 | | 2024 |
System and method to predict service level failure in supply chains GG Melancon, P Grangier, E Prescott-Gagnon, E Sabourin US Patent 11,928,647, 2024 | | 2024 |
System and Method for Retail Planning with Smart Product Attributes K Grande, GG Melancon US Patent App. 18/141,883, 2023 | | 2023 |
System and Method for Assortment Planning with Interactive Similarity and Transferable Demand Visualization I Alvarez, GG Melancon US Patent App. 18/123,721, 2023 | | 2023 |
Classification Evaluation and Improvement in Machine Learning Models LD Brin, JB Marinier, UDV Le, CJ Tyler, P Atighehchian, ... US Patent App. 17/500,721, 2023 | | 2023 |
System and Method for Assortment Planning with Interactive Similarity and Transferable Demand Visualization I Alvarez, GG Melancon US Patent App. 17/941,682, 2023 | | 2023 |
System and Method for Assortment Planning with Interactive Similarity and Transferable Demand Visualization I Alvarez, G Gauthier-Melançon US Patent App. 17/240,663, 2021 | | 2021 |
Quantifying Uncertainty in Systems-Two Practical Use Cases Using Machine Learning to Predict and Explain Systems Failures G Gauthier-Melançon Polytechnique Montréal, 2019 | | 2019 |
System and Method to Predict Service Level Failure in Supply Chains G Gauthier Melançon, P Grangier, E Prescott-Gagnon, E Sabourin US Patent App. 16/193,547, 2018 | | 2018 |