An Asymptotic Behaviour of the Marginal Likelihood for General Markov Models. - Piotr Zwiernik (J. Mach. Learn. Res., 2011)

Binary distributions of concentric rings. - Nanny Wermuth; Giovanni M. Marchetti; Piotr Zwiernik (J. Multivar. Anal., 2014)

Structure learning in graphical models by covariance queries. - Gábor Lugosi; Jakub Truszkowski; Vasiliki Velona; Piotr Zwiernik (CoRR, 2019)

Brownian motion tree models are toric. - Bernd Sturmfels; Caroline Uhler; Piotr Zwiernik (Kybernetika, 2020)

Robust estimation of tree structured models. - Marta Casanellas; Marina Garrote-López; Piotr Zwiernik (CoRR, 2021)

Learning partial correlation graphs and graphical models by covariance queries. - Gábor Lugosi; Jakub Truszkowski; Vasiliki Velona; Piotr Zwiernik (J. Mach. Learn. Res., 2021)

Universality of Benign Overfitting in Binary Linear Classification. - Ichiro Hashimoto; Stanislav Volgushev; Piotr Zwiernik (CoRR, 2025)