Research
Read how they describe their research on their University of British Columbia profile.
Latest papers
Fast and Scalable Cellwise-Robust Ensembles for High-Dimensional Data
arXiv (Cornell University) · 2026 · senior author
Predicting severity in COVID-19 disease using sepsis blood gene expression signatures.
Scientific reports · 2023
Penalized Elastic Net S/MM-Estimator of Regression [R package pense version 2.0.3]
2021 · senior author
31 publications.
Fast and Scalable Cellwise-Robust Ensembles for High-Dimensional Data
Anthony Christidis, Jeyshinee Pyneeandee, Gabriela Cohen Freue
Predicting severity in COVID-19 disease using sepsis blood gene expression signatures.
Baghela A, An A, Zhang P, Acton E, Gauthier J, Brunet-Ratnasingham E, Blimkie T, Freue GC, Kaufmann D, Lee AHY, Levesque RC, Hancock REW
Penalized Elastic Net S/MM-Estimator of Regression [R package pense version 2.0.3]
David Kepplinger, Matías Salibián‐Barrera, Gabriela Cohen Freue
Pena-Yohai Initial Estimator for Robust S-Regression [R package pyinit version 1.1.2]
David Kepplinger, Matías Salibián‐Barrera, Gabriela Cohen Freue
Penalized Elastic Net S/MM-Estimator of Regression [R package pense version 2.1.0]
David Kepplinger, Matías Salibián‐Barrera, Gabriela Cohen Freue
Penalized Elastic Net S/MM-Estimator of Regression [R package pense version 2.0.2]
David Kepplinger, Matías Salibián‐Barrera, Gabriela Cohen Freue
Pena-Yohai Initial Estimator for Robust S-Regression [R package pyinit version 1.1.1]
David Kepplinger, Matías Salibián‐Barrera, Gabriela Cohen Freue
pyinit: Pena-Yohai Initial Estimator for Robust S-Regression
David Kepplinger, Matías Salibián‐Barrera, Gabriela Cohen Freue
pense: Penalized Elastic Net S/MM-Estimator of Regression
David Kepplinger, Matías Salibián‐Barrera, Gabriela Cohen Freue
The Constrained Maximum Likelihood Estimation For Parameters Arising From Partially Identified Models
Hao Luo, Alexandre Bouchard‐Côté, Gabriela Cohen Freue, Paul Gustafson
Frequent collaborators
- Paul O'Byrne and Gail Gauvreau: 275 shared papers
- Paul O'Byrne and Louis-Philippe Boulet: 71 shared papers
- Amy Lee and R.E.W. Hancock: 52 shared papers
- Gail Gauvreau and Louis-Philippe Boulet: 48 shared papers
- Raymond Ng and Scott Tebbutt: 44 shared papers
- Raymond Ng and Robert Balshaw: 40 shared papers
- Gabriela Cohen Freue and Gabriela Freue: 31 shared papers
- Gail Gauvreau and Scott Tebbutt: 26 shared papers
- Scott Tebbutt and Robert Balshaw: 26 shared papers
- Paul O'Byrne and Scott Tebbutt: 23 shared papers
- Gabriela Cohen Freue and Robert Balshaw: 18 shared papers
- Robert Balshaw and Gabriela Freue: 18 shared papers
- Scott Tebbutt and Louis-Philippe Boulet: 17 shared papers
- Scott Tebbutt and R.E.W. Hancock: 15 shared papers
- Scott Tebbutt and Amy Lee: 14 shared papers
- Roger Levesque and R.E.W. Hancock: 12 shared papers
- Gabriela Cohen Freue and Raymond Ng: 9 shared papers
- Raymond Ng and Gabriela Freue: 9 shared papers
- Gabriela Cohen Freue and Matías Salibián-Barrera: 7 shared papers
- Matías Salibián-Barrera and Gabriela Freue: 7 shared papers
- Lori West and Scott Tebbutt: 5 shared papers
- Lori West and Robert Balshaw: 5 shared papers
- Daniel Kaufmann and Roger Levesque: 4 shared papers
- Daniel Kaufmann and Amy Lee: 4 shared papers
- Daniel Kaufmann and R.E.W. Hancock: 4 shared papers
- Roger Levesque and Amy Lee: 4 shared papers
- Raymond Ng and Robert McMaster: 4 shared papers
- Lori West and Raymond Ng: 3 shared papers
- Robert Balshaw and Robert McMaster: 3 shared papers
- David Wishart and R.E.W. Hancock: 2 shared papers
- David Wishart and Robert Balshaw: 2 shared papers
- Gabriela Cohen Freue and Robert McMaster: 2 shared papers
- Scott Tebbutt and Gabriela Freue: 2 shared papers
- Alexandre Bouchard-Côté and Paul Gustafson: 2 shared papers
- Gabriela Freue and Robert McMaster: 2 shared papers
- Paul O'Byrne and David Wishart: 1 shared paper
- Paul O'Byrne and Gabriela Freue: 1 shared paper
- Gail Gauvreau and Gabriela Freue: 1 shared paper
- David Wishart and Ellamae Stadnick: 1 shared paper
- David Wishart and Gabriela Freue: 1 shared paper
- Lori West and Gabriela Freue: 1 shared paper
- Gabriela Cohen Freue and Ellamae Stadnick: 1 shared paper
- Gabriela Cohen Freue and Alexandre Bouchard-Côté: 1 shared paper
- Gabriela Cohen Freue and Paul Gustafson: 1 shared paper
- Daniel Kaufmann and Gabriela Freue: 1 shared paper
- Roger Levesque and Gabriela Freue: 1 shared paper
- Raymond Ng and Ellamae Stadnick: 1 shared paper
- Amy Lee and Gabriela Freue: 1 shared paper
- Ellamae Stadnick and Gabriela Freue: 1 shared paper
- R.E.W. Hancock and Gabriela Freue: 1 shared paper
- Alexandre Bouchard-Côté and Gabriela Freue: 1 shared paper
- Paul Gustafson and Gabriela Freue: 1 shared paper
- Louis-Philippe Boulet and Gabriela Freue: 1 shared paper
- Department of Medicine
- UBC Statistics
- CRC Tier 2
- Department of Statistics
- College of Community and Global Health
- Computer Science at UBC
- Department of Medical Genetics
- Other
Co-authors at University of British Columbia, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Gabriela Cohen Freue
Department of Statistics
31 shared papers, latest 2026
Robert Balshaw
College of Community and Global Health
18 shared papers, latest 2013
Paul Keown
Faculty
17 shared papers, latest 2013
Bruce McManus
Department of Pathology and Laboratory Medicine
16 shared papers, latest 2013
Alice Mui
Department of Surgery
12 shared papers, latest 2013
Raymond Ng
Computer Science at UBC
9 shared papers, latest 2013
Matías Salibián-Barrera
UBC Statistics
7 shared papers, latest 2021
Robert McMaster
Department of Medical Genetics
2 shared papers, latest 2011
Scott Tebbutt
Department of Medicine
2 shared papers, latest 2012
Ellamae Stadnick
Department of Medicine
1 shared papers, latest 2011
R.E.W. Hancock
Department of Microbiology and Immunology
1 shared papers, latest 2023
Alexandre Bouchard-Côté
UBC Statistics
1 shared papers, latest 2016
Paul Gustafson
UBC Statistics
1 shared papers, latest 2016
Paul O'Byrne
Department of Medicine
1 shared papers, latest 2012
Louis-Philippe Boulet
Médecine
1 shared papers, latest 2012
Gail Gauvreau
Department of Medicine
1 shared papers, latest 2012
Robert Hancock
Department of Microbiology and Immunology
1 shared papers, latest 2023
David Wishart
Biological Sciences
1 shared papers, latest 2011
Lori West
Pediatrics Dept
1 shared papers, latest 2012
Daniel Kaufmann
Département de médecine
1 shared papers, latest 2023
Roger Levesque
Institut de biologie intégrative et des systèmes
1 shared papers, latest 2023
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Profile data last refreshed on September 29, 2026 from the university directory, publication records and public research funding records.