Philippe Gagnon

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 6

Top Topics

Model Selection

Community Detection

Generalized Linear Models

Convergence Property

Top Venues

Math. Comput. Simul.

J. Mach. Learn. Res.

J. Comput. Graph. Stat.

Comput. Stat. Data Anal.

Publications

Philippe Gagnon, Yuxi Wang
Robust heavy-tailed versions of generalized linear models with applications in actuarial science. Comput. Stat. Data Anal. 194 (2024)
Philippe Gagnon, Florian Maire, Giacomo Zanella
Improving multiple-try Metropolis with local balancing. J. Mach. Learn. Res. 24 (2023)
Sebastian M. Schmon, Philippe Gagnon
Optimal scaling of random walk Metropolis algorithms using Bayesian large-sample asymptotics. Stat. Comput. 32 (2) (2022)
Philippe Gagnon, Arnaud Doucet
Nonreversible Jump Algorithms for Bayesian Nested Model Selection. J. Comput. Graph. Stat. 30 (2) (2021)
Philippe Gagnon, Mylène Bédard, Alain Desgagné
Weak convergence and optimal tuning of the reversible jump algorithm. Math. Comput. Simul. 161 (2019)
Philippe Gagnon, Gilles Caporossi, Sylvain Perron
Parallel Community Detection Methods for Sparse Complex Networks. COMPLEX NETWORKS (2017)