Piotr Zwiernik

According to our database, Piotr Zwiernik authored at least 10 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Testing properties of trees in graphical models with covariance queries.

Sofiya Burova, Francisco Calvillo, Gábor Lugosi, Piotr Zwiernik

CoRR, May, 2026

Causal discovery under mean independence and linearity.

Geert Mesters, Álvaro Ribot, Anna Seigal, Piotr Zwiernik

CoRR, May, 2026

2025

Beyond independent component analysis: identifiability and algorithms.

Alvaro Ribot, Anna Seigal, Piotr Zwiernik

CoRR, October, 2025

Universality of Benign Overfitting in Binary Linear Classification.

Ichiro Hashimoto, Stanislav Volgushev, Piotr Zwiernik

CoRR, January, 2025

2021

Learning partial correlation graphs and graphical models by covariance queries.

Gábor Lugosi, Jakub Truszkowski, Vasiliki Velona, Piotr Zwiernik

J. Mach. Learn. Res., 2021

Robust estimation of tree structured models.

Marta Casanellas, Marina Garrote-López, Piotr Zwiernik

CoRR, 2021

2020

Brownian motion tree models are toric.

Bernd Sturmfels, Caroline Uhler, Piotr Zwiernik

Kybernetika, 2020

2019

Structure learning in graphical models by covariance queries.

Gábor Lugosi, Jakub Truszkowski, Vasiliki Velona, Piotr Zwiernik

CoRR, 2019

2014

Binary distributions of concentric rings.

Nanny Wermuth, Giovanni M. Marchetti, Piotr Zwiernik

J. Multivar. Anal., 2014

2011

An Asymptotic Behaviour of the Marginal Likelihood for General Markov Models.

Piotr Zwiernik

J. Mach. Learn. Res., 2011