Parallel Community Detection Methods for Sparse Complex Networks. - Philippe Gagnon; Gilles Caporossi; Sylvain Perron (COMPLEX NETWORKS, 2017)

Weak convergence and optimal tuning of the reversible jump algorithm. - Philippe Gagnon; Mylène Bédard; Alain Desgagné (Math. Comput. Simul., 2019)

Nonreversible Jump Algorithms for Bayesian Nested Model Selection. - Philippe Gagnon; Arnaud Doucet (J. Comput. Graph. Stat., 2021)

Optimal scaling of random walk Metropolis algorithms using Bayesian large-sample asymptotics. - Sebastian M. Schmon; Philippe Gagnon (Stat. Comput., 2022)

Improving multiple-try Metropolis with local balancing. - Philippe Gagnon; Florian Maire; Giacomo Zanella (J. Mach. Learn. Res., 2023)

Robust heavy-tailed versions of generalized linear models with applications in actuarial science. - Philippe Gagnon; Yuxi Wang (Comput. Stat. Data Anal., 2024)

Exponential Convergence of CAVI for Bayesian PCA. - Arghya Datta; Philippe Gagnon; Florian Maire (CoRR, 2025)