| 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 | 126 | 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 | 10 | 2021 |
| 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 |
| 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 | 8* | 2021 |
| System and method for retail planning with smart product attributes K Grande, GG Melancon US Patent 11,030,574, 2021 | 6 | 2021 |
| System and method for assortment planning with interactive similarity and transferable demand visualization I Alvarez, GG Melancon US Patent 10,997,615, 2021 | 4 | 2021 |
| Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing: System Demonstrations W Che, E Shutova Proceedings of the The 2022 Conference on Empirical Methods in Natural …, 2022 | 2 | 2022 |
| 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 to Predict Service Level Failure in Supply Chains GG Melancon, P Grangier, E Prescott-Gagnon, E Sabourin US Patent App. 17/896,766, 2022 | | 2022 |
| 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 | | 2022 |
| System and Method for Retail Planning with Smart Product Attributes K Grande, G Gauthier-Melançon US Patent App. 17/341,014, 2021 | | 2021 |
| 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 |
| 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 | | 2018 |
| System and Method for Assortment Similarity Visualization using Dimension Reduction Techniques G Gauthier Melançon, E Thibodeau-Laufer US Patent App. 15/801,972, 2017 | | 2017 |
| System and Method for Visualization for Transferable Demand Algorithm Results of a Product G Gauthier Melançon, I Alvarez US Patent App. 15/802,311, 2017 | | 2017 |
| System and Method of Clustering Metrics and Customer Segmentation Evaluation and Improvement G Gauthier Melançon, JS Guay-Leroux, MDK Hasan US Patent App. 62/556,835, 2017 | | 2017 |
| System and Method of Customer Preference Segmentation and Intelligent Store Clustering G Gauthier Melançon, JS Guay-Leroux, MDK Hasan US Patent App. 15/898,563, 2017 | | 2017 |
Louis-Martin RousseauProfessor, CIRRELT - École Polytechnique de MontréalVerified email at cirrelt.net
