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Tristan Glatard

Department of Computer Science and Software Engineering, Concordia University, Montréal, QC, Canada

Numerical Stability of DeepGOPlus Inference


Dec 13, 2022
Inés Gonzalez Pepe, Yohan Chatelain, Gregory Kiar, Tristan Glatard

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* 11 pages, 5 figures, 2 tables 

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Dynamic Ensemble Size Adjustment for Memory Constrained Mondrian Forest


Oct 11, 2022
Martin Khannouz, Tristan Glatard

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* arXiv admin note: text overlap with arXiv:2205.07871 

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Mondrian Forest for Data Stream Classification Under Memory Constraints


May 12, 2022
Martin Khannouz, Tristan Glatard

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Data Augmentation Through Monte Carlo Arithmetic Leads to More Generalizable Classification in Connectomics


Sep 20, 2021
Gregory Kiar, Yohan Chatelain, Ali Salari, Alan C. Evans, Tristan Glatard

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A Recommender System for Scientific Datasets and Analysis Pipelines


Aug 20, 2021
Mandana Mazaheri, Gregory Kiar, Tristan Glatard

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Accurate simulation of operating system updates in neuroimaging using Monte-Carlo arithmetic


Aug 06, 2021
Ali Salari, Yohan Chatelain, Gregory Kiar, Tristan Glatard

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* 10 pages, 4 figures, 19 references 

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Reducing numerical precision preserves classification accuracy in Mondrian Forests


Jun 28, 2021
Marc Vicuna, Martin Khannouz, Gregory Kiar, Yohan Chatelain, Tristan Glatard

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* 6 pages, 3 tables, 2 figures. Keywords: numerical precision, memory footprint, Mondrian Forests, human activity, recognition, data streams, supervised classification, floating-point representation 

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A benchmark of data stream classification for human activity recognition on connected objects


Aug 27, 2020
Martin Khannouz, Tristan Glatard

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* 8 pages, 9 figures, for a journal 

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Can we Estimate Truck Accident Risk from Telemetric Data using Machine Learning?


Jul 17, 2020
Antoine Hébert, Ian Marineau, Gilles Gervais, Tristan Glatard, Brigitte Jaumard

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High-Resolution Road Vehicle Collision Prediction for the City of Montreal


May 21, 2019
Antoine Hébert, Timothée Guédon, Tristan Glatard, Brigitte Jaumard

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