Piotr Zwiernik

UPF and BSE

PhD, University of Warwick

Research interests

  • Multivariate Statistics
  • Latent Graphical Models
  • Algebraic Statistics
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Piotr Zwiernik is Associate Professor at Universitat Pompeu Fabra (UPF) and Associate Research Professor at the Barcelona School of Economics (BSE). He is also the director of the BSE Data Science Center.

Before joining UPF, he held a Marie Skłodowska-Curie International Research Fellowship in the Department of Mathematics at the University of Genoa and the Department of Statistics at UC Berkeley. He previously taught at the University of Toronto, where he was a tenured Associate Professor.

Professor Zwiernik’s research explores the mathematical foundations of statistics, with a focus on graphical models, covariance estimation, tensor methods, and singular learning theory. He is especially interested in the interface between algebra, geometry, and high-dimensional inference.

Zwiernik serves as Associate Editor for Biometrika; the Journal of the Royal Statistical Society: Series B; the Scandinavian Journal of StatisticsJournal of Algebraic Statistics.

Awards, Grants, and Honors

  • Fellow of The Institute of Mathematical Statistics (2024)
  • BSE Associate Research Professor appointment (2021-2026)
  • BSE Seed Grant, “Gaussian graphical models, total positivity, and Bayesian testing” (2018)

Working Papers

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Working Paper
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Geert MestersandPiotr Zwiernik
BSE Working Paper 1358
September 2022
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Majid M. Al-SadoonandPiotr Zwiernik
BSE Working Paper 1114
September 2019

Publications

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Piotr Zwiernik
Matematiche

March 2022
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Gábor LugosiandPiotr Zwiernik
Journal of Machine Learning Research

October 2021
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David RossellandPiotr Zwiernik
Electronic Journal of Statistics

October 2021
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Piotr Zwiernik
Annals of Statistics

July 2017
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