Gregory Kiar

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 25

Top Topics

Computing Platform

Scientific Data

Classification Accuracy

Invariant Representation

Top Venues

Frontiers Neuroinformatics

PLoS Comput. Biol.

Publications

Yohan Chatelain, Loïc Tetrel, Christopher J. Markiewicz, Mathias Goncalves, Gregory Kiar, Oscar Esteban, Pierre Bellec, Tristan Glatard
A numerical variability approach to results stability tests and its application to neuroimaging. CoRR (2023)
Connor Lane, Gregory Kiar
A Parameter-efficient Multi-subject Model for Predicting fMRI Activity. CoRR (2023)
Yohan Chatelain, Nigel Yong Sao Young, Gregory Kiar, Tristan Glatard
PyTracer: Automatically Profiling Numerical Instabilities in Python. IEEE Trans. Computers 72 (6) (2023)
Inés Gonzalez Pepe, Yohan Chatelain, Gregory Kiar, Tristan Glatard
Numerical Stability of DeepGOPlus Inference. CoRR (2022)
Xinhui Li, Alex Fedorov, Mrinal Mathur, Anees Abrol, Gregory Kiar, Sergey M. Plis, Vince D. Calhoun
Pipeline-Invariant Representation Learning for Neuroimaging. CoRR (2022)
Gregory Kiar, Yohan Chatelain, Ali Salari, Alan C. Evans, Tristan Glatard
Data Augmentation Through Monte Carlo Arithmetic Leads to More Generalizable Classification in Connectomics. CoRR (2021)
Mandana Mazaheri, Gregory Kiar, Tristan Glatard
A Recommender System for Scientific Datasets and Analysis Pipelines. WORKS (2021)
Yohan Chatelain, Nigel Yong, Gregory Kiar, Tristan Glatard
PyTracer: Automatically profiling numerical instabilities in Python. CoRR (2021)
Ali Salari, Yohan Chatelain, Gregory Kiar, Tristan Glatard
Accurate Simulation of Operating System Updates in Neuroimaging Using Monte-Carlo Arithmetic. UNSURE/PIPPI@MICCAI (2021)
Marc Vicuna, Martin Khannouz, Gregory Kiar, Yohan Chatelain, Tristan Glatard
Reducing numerical precision preserves classification accuracy in Mondrian Forests. CoRR (2021)
Eric W. Bridgeford, Shangsi Wang, Zeyi Wang, Ting Xu, R. Cameron Craddock, Jayanta Dey, Gregory Kiar, William Gray-Roncal, Carlo Colantuoni, Christopher Douville, Stephanie Noble, Carey E. Priebe, Brian Caffo, Michael Milham, Xi-Nian Zuo, Joshua T. Vogelstein
Eliminating accidental deviations to minimize generalization error and maximize replicability: Applications in connectomics and genomics. PLoS Comput. Biol. 17 (9) (2021)
Mandana Mazaheri, Gregory Kiar, Tristan Glatard
A Recommender System for Scientific Datasets and Analysis Pipelines. CoRR (2021)
Marc Vicuna, Martin Khannouz, Gregory Kiar, Yohan Chatelain, Tristan Glatard
Reducing numerical precision preserves classification accuracy in Mondrian Forests. IEEE BigData (2021)
Jorge Bosch Bayard, Eduardo Aubert-Vázquez, Shawn T. Brown, Christine Rogers, Gregory Kiar, Tristan Glatard, Lalet Scaria, Lídice Galán-García, Maria L. Bringas-Vega, Trinidad Virués-Alba, Armin Taheri, Samir Das, Cecile Madjar, Zia Mohaddes, Leigh C. MacIntyre, Alan C. Evans, Pedro A. Valdés-Sosa
A Quantitative EEG Toolbox for the MNI Neuroinformatics Ecosystem: Normative SPM of EEG Source Spectra. Frontiers Neuroinformatics 14 (2020)
Pierre Rioux, Gregory Kiar, Alexandre Hutton, Alan C. Evans, Shawn T. Brown
Deploying large fixed file datasets with SquashFS and Singularity. PEARC (2020)
Gregory Kiar, Pablo de Oliveira Castro, Pierre Rioux, Eric Petit, Shawn T. Brown, Alan C. Evans, Tristan Glatard
Comparing perturbation models for evaluating stability of neuroimaging pipelines. Int. J. High Perform. Comput. Appl. 34 (5) (2020)
Pierre Rioux, Gregory Kiar, Alexandre Hutton, Alan C. Evans, Shawn T. Brown
Deploying large fixed file datasets with SquashFS and Singularity. CoRR (2020)
Mingli Zhang, Christian Desrosiers, Yuhong Guo, Budhachandra S. Khundrakpam, Noor Al-Sharif, Gregory Kiar, Pedro A. Valdés-Sosa, Jean-Baptiste Poline, Alan C. Evans
Brain status modeling with non-negative projective dictionary learning. NeuroImage 206 (2020)
Gregory Kiar, Shawn T. Brown, Tristan Glatard, Alan C. Evans
A Serverless Tool for Platform Agnostic Computational Experiment Management. Frontiers Neuroinformatics 13 (2019)
Gregory Kiar, Pablo de Oliveira Castro, Pierre Rioux, Eric Petit, Shawn T. Brown, Alan C. Evans, Tristan Glatard
Comparing Perturbation Models for Evaluating Stability of Post-Processing Pipelines in Neuroimaging. CoRR (2019)
Tal Yarkoni, Christopher J. Markiewicz, Alejandro de la Vega, Krzysztof J. Gorgolewski, Taylor Salo, Yaroslav O. Halchenko, Quinten McNamara, Krista Destasio, Jean-Baptiste Poline, Dmitry Petrov, Valérie Hayot-Sasson, Dylan Nielson, Johan D. Carlin, Gregory Kiar, Kirstie J. Whitaker, Elizabeth Dupre, Adina Wagner, Lee S. Tirrell, Mainak Jas, Michael Hanke, Russell A. Poldrack, Oscar Esteban, Stefan Appelhoff, Chris Holdgraf, Isla Staden, Bertrand Thirion, Dave F. Kleinschmidt, John Lee, Matteo di Castello, Michael Notter, Ross Blair
PyBIDS: Python tools for BIDS datasets. J. Open Source Softw. 4 (40) (2019)
Jordan Matelsky, Gregory Kiar, Erik C. Johnson, Corban Rivera, Michael Toma, William R. Gray Roncal
Container-Based Clinical Solutions for Portable and Reproducible Image Analysis. J. Digit. Imaging 31 (3) (2018)
Gregory Kiar, Shawn T. Brown, Tristan Glatard, Alan C. Evans
A Serverless Tool for Platform Agnostic Computational Experiment Management. CoRR (2018)
Krzysztof J. Gorgolewski, Fidel Alfaro-Almagro, Tibor Auer, Pierre Bellec, Mihai Capota, M. Mallar Chakravarty, Nathan William Churchill, Alexander Li Cohen, R. Cameron Craddock, Gabriel A. Devenyi, Anders Eklund, Oscar Esteban, Guillaume Flandin, Satrajit S. Ghosh, J. Swaroop Guntupalli, Mark Jenkinson, Anisha Keshavan, Gregory Kiar, Franziskus Liem, Pradeep Reddy Raamana, David Raffelt, Christopher John Steele, Pierre-Olivier Quirion, Robert E. Smith, Stephen C. Strother, Gaël Varoquaux, Yida Wang, Tal Yarkoni, Russell A. Poldrack
BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods. PLoS Comput. Biol. 13 (3) (2017)
Tristan Glatard, Gregory Kiar, Tristan Aumentado-Armstrong, Natacha Beck, Pierre Bellec, Rémi Bernard, Axel Bonnet, Sorina Camarasu-Pop, Frédéric Cervenansky, Samir Das, Rafael Ferreira da Silva, Guillaume Flandin, Pascal Girard, Krzysztof J. Gorgolewski, Charles R. G. Guttmann, Valérie Hayot-Sasson, Pierre-Olivier Quirion, Pierre Rioux, Marc-Etienne Rousseau, Alan C. Evans
Boutiques: a flexible framework for automated application integration in computing platforms. CoRR (2017)