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Cédric Beaulac
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Cited by
Year
Predicting University Students' Academic Success and Major using Random Forests
C Beaulac, JS Rosenthal
Research in Higher Education 60, 1048–1064, 2019
712019
BEST : A decision tree algorithm that handles missing values
C Beaulac, JS Rosenthal
Computational Statistics 35, 1001–1026, 2020
132020
An evaluation of machine learning techniques to predict the outcome of children treated for Hodgkin-Lymphoma on the AHOD0031 trial
C Beaulac, JS Rosenthal, Q Pei, D Friedman, S Wolden, D Hodgson
Applied Artificial Intelligence 34 (14), 1100-1114, 2020
62020
A Deep Latent-Variable Model Application to Select Treatment Intensity in Survival Analysis
C Beaulac, JS Rosenthal, D Hodgson
Proceedings of the Machine Learning for Health (ML4H) Workshop at NeurIPS 2018, 2018
42018
Intelligence artificielle avec apprentissage automatique pour l'estimation de la position d'un agent mobile en utilisant les modèles de Markov cachés
C Beaulac
Université du Québec à Montréal, 2015
32015
Narrow Artificial Intelligence with Machine Learning for Real-Time Estimation of a Mobile Agent’s Location Using Hidden Markov Models
C Beaulac, F Larribe
International Journal of Computer Games Technology 2017, 2017
22017
Introducing a new high-resolution hand-written digits data set with writer characteristics
C Beaulac, JS Rosenthal
SN Computer Science 4 (66), 2023
1*2023
Performance and accessibility of statistical learning algorithms for applied data analysis
C Beaulac
University of Toronto (Canada), 2021
12021
Predicting Time-to-conversion for Dementia of Alzheimer’s Type using Multi-modal Deep Survival Analysis
G Mirabnahrazam, D Ma, C Beaulac, S Lee, K Popuri, H Lee, J Cao, ...
Neurobiology of Aging 121, 139-156, 2023
2023
Neural Networks for Scalar Input and Functional Output
S Wu, C Beaulac, J Cao
arXiv preprint arXiv:2208.05776, 2022
2022
Neuroimaging Feature Extraction using a Neural Network Classifier for Imaging Genetics
C Beaulac, S Wu, E Gibson, M F. Miranda, J Cao, L Rocha, MF Beg, ...
https://arxiv.org/abs/2207.10794, 2022
2022
A moment-matching metric for latent variable generative models
C Beaulac
https://arxiv.org/abs/2111.00875, 2021
2021
Variational AutoEncoders: Theory, implementation and unanswered questions
C Beaulac
2019
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Articles 1–13