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Gregory Kiar

Center for the Developing Brain, Child Mind Institute, New York, NY, USA

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

* 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

* 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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