Alexandre Bouchard-Côté

Full Professor, Statistics, University of British Columbia

Joined

February 2017

Names

Alexandre Bouchard-Côté (Preferred)

Alexandre Bouchard-Cote

Alexandre Bouchard

Emails

****@stat.ubc.ca (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Full Professor

Statistics, University of British Columbia (ubc.ca)

2010 – Present

Advisors, Relations & Conflicts

PhD Advisor

Michael I. Jordan

2005 – 2010

PhD Advisor

Dan Klein

2005 – 2010

Expertise

Monte Carlo Methods

2005 – Present

Publications

Cancer phylogenetic tree inference at scale from 1000s of single cell genomes
Sohrab Salehi, Fatemeh Dorri, Kevin Chern, Farhia Kabeer, Nicole Rusk, Tyler Funnell, Marc J Williams, Daniel Lai, Mirela Andronescu, Kieran R Campbell, Andrew McPherson, Samuel Aparicio, Andrew Roth, Sohrab Shah, Alexandre Bouchard-Cote
- 13 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
ddClone: joint statistical inference of clonal populations from single cell and bulk tumour sequencing data
Sohrab Salehi, Adi Steif, Andrew Roth, Samuel Aparicio, Alexandre Bouchard-Cote, Sohrab P Shah
- 13 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Clonal fitness inferred from time-series modelling of single-cell cancer genomes
Sohrab Salehi, Farhia Kabeer, Nicholas Ceglia, Mirela Andronescu, Marc J Williams, Kieran R. Campbell, Tehmina Masud, Beixi Wang, Justina Biele, Jazmine Brimhall, David Gee, Hakwoo Lee, Jerome Ting, Allen W Zhang, Hoa Tran, Ciara H O’Flanagan, Fatemeh Dorri, Nicole Rusk, Teresa Ruiz de Algara, So Ra Lee et al. (13 additional authors not shown)
- 13 May 2023 (modified: 13 May 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
Pseudo-Marginal Inference for CTMCs on Infinite Spaces via Monotonic Likelihood Approximations
Miguel Biron-Lattes, Alexandre Bouchard-Côté, Trevor Campbell
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- J. Comput. Graph. Stat. 2023
- Readers: Everyone
Pigeons.jl: Distributed Sampling From Intractable Distributions
Nikola Surjanovic, Miguel Biron-Lattes, Paul Tiede, Saifuddin Syed, Trevor Campbell, Alexandre Bouchard-Côté
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- CoRR 2023
- Readers: Everyone
Parallel Tempering With a Variational Reference
Nikola Surjanovic, Saifuddin Syed, Alexandre Bouchard-Cote, Trevor Campbell
- Published: 31 Oct 2022, Last Modified: 14 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Parallel Tempering With a Variational Reference
Nikola Surjanovic, Saifuddin Syed, Alexandre Bouchard-Côté, Trevor Campbell
- Published: 01 Jan 2022, Last Modified: 29 Sept 2023
- NeurIPS 2022
- Readers: Everyone
Analysis of high-dimensional Continuous Time Markov Chains using the Local Bouncy Particle Sampler
Tingting Zhao, Alexandre Bouchard-Cote
- 13 Jun 2021 (modified: 13 Jun 2021)
- OpenReview Archive Direct Upload
- Readers: Everyone
Parallel tempering on optimized paths
Saifuddin Syed, Vittorio Romaniello, Trevor Campbell, Alexandre Bouchard-Côté
- Published: 01 Jan 2021, Last Modified: 29 Sept 2023
- ICML 2021
- Readers: Everyone
Slice Sampling for General Completely Random Measures
Peiyuan Zhu, Alexandre Bouchard-Côté, Trevor Campbell
- Published: 01 Jan 2020, Last Modified: 29 Sept 2023
- UAI 2020
- Readers: Everyone

View all 33 publications

Co-Authors

View all 73 co-authors