Simon Fontaine

Simon Fontaine

PhD Student in Statistics

University of Michigan

RESEARCH

APPLIED RESEARCH

APPLIED RESEARCH

BRAIN-COMPUTER INTERFACES

BRAIN-COMPUTER INTERFACES

MICROBIOME DATA ANALYSIS

MICROBIOME DATA ANALYSIS

MISCELLANEOUS

MISCELLANEOUS

RECENT PUBLICATIONS

Predicting Incident Adenocarcinoma of the Esophagus or Gastric Cardia Using Machine Learning of Electronic Health Records
The Kettles Esophageal and Cardia Adenocarcinoma predictioN (K-ECAN) Tool was developed and validated using a form of artificial …
Joel H. Rubenstein, Simon Fontaine, Peter W. MacDonald, Jennifer A. Burns, Richard R. Evans, Maria E. Arasim, Joy W. Chang, Elizabeth M. Firsht, Sarah T. Hawley, Sameer D. Saini, Lauren P. Wallner, Ji Zhu, Akbar K. Waljee
Code Project DOI
An adaptive multiple try Metropolis algorithm
Markov chain Monte Carlo (MCMC) methods, specifically samplers based on random walks,often have difficulty handling target …
Simon Fontaine, Mylène Bédard
PDF Cite Code DOI Simulation code Supplementary material
A Unified Approach to Sparse Tweedie Modeling of Multisource Insurance Claim Data
Actuarial practitioners now have access to multiple sources of insurance data corresponding to various situations: multiple business …
Simon Fontaine, Yi Yang, Wei Qian, Bowen Gu, Bo Fan
PDF Cite Code DOI Supplementary material

RECENT & UPCOMING TALKS

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 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 Ann Arbor, MI
Mukai Wang, Simon Fontaine, Hui Jiang, Gen Li
Using machine learning to adapt tools predicting esophageal adenocarcinoma for use with electronic medical data
May 6, 2022 10:00 AM Online
Joel H Rubenstein, Simon Fontaine
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 Online
Simon Fontaine, Ji Zhu
Slides
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 Denver, CO, USA
Nicolas Grenon-Godbout, Jonathan Dumas, Simon Fontaine, Gabrielle Rit, Timothy Park