Simon Fontaine
Simon Fontaine
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Microbiome Data Analysis
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2025
Bayesian Fréchet Regression
While linear regression focuses on studying the relationship between a set of covariates and a real-valued response, Fréchet regression …
Jun 15, 2025 10:00 AM
ICSA 2025
Storrs, CT, USA
Simon Fontaine
,
Lingzhou Xue
,
Bing Li
2024
Locally sparse varying coefficient mixed model for longitudinal differential abundance analysis
Differential abundance (DA) analysis in microbiome studies has recently been used to uncover a plethora of associations between …
Jul 18, 2024 10:00 AM
EcoSta 2024
Beijing, China
Simon Fontaine
,
Nisha J D'Silva
,
Marcell Costa De Medeiros
,
Ji Zhu
,
Gen Li
2023
Locally sparse varying coefficient mixed model for longitudinal differential abundance analysis
Differential abundance (DA) analysis in microbiome studies has recently been used to uncover a plethora of associations between …
Aug 8, 2023 10:00 AM
JSM 2023
Toronto, ON, Canada
Simon Fontaine
,
Nisha J D'Silva
,
Marcell Costa De Medeiros
,
Ji Zhu
,
Gen Li
Slides
POLDA: Pooling Overdispersed Logistic Regressions for Microbiome Differential Abundance Analysis
Differential abundance (DA) analysis aims to identify microbiome taxa whose abundances are different between two or more conditions. …
Jun 13, 2023 10:00 AM
ICSA Applied Symposium 2023
Ann Arbor, MI
Mukai Wang
,
Simon Fontaine
,
Hui Jiang
,
Gen Li
2022
Using machine learning to adapt tools predicting esophageal adenocarcinoma for use with electronic medical data
May 6, 2022 10:00 AM
MiCHAMP
Online
Joel H Rubenstein
,
Simon Fontaine
2021
Missing Value Imputation of Network Node Attributes
User profiles in social networks are notoriously incomplete due to self-reporting; predicting or imputing these missing values is often …
Aug 10, 2021 10:00 AM
JSM 2021
Online
Simon Fontaine
,
Ji Zhu
Slides
2019
Online Skill Rating Algorithms
Skill rating algorithms are now ubiquitous in online competitive video games and are used not only to accurately compare players’ …
Aug 1, 2019 8:30 AM
JSM 2019
Denver, CO, USA
Nicolas Grenon-Godbout
,
Jonathan Dumas
,
Simon Fontaine
,
Gabrielle Rit
,
Timothy Park
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