Early Career Workshop on Nonparametric Statistics
A two-day workshop on nonparametric statistics organized by the Luiss Department of AI, Data, and Decision Sciences.
Day 1 – Thursday, May 15
1:45 pm Registration
2:15 pm Greetings and Opening Remarks
by the Organizers
2:30 pm Statistical Algorithms for Low-Frequency Diffusion Data
Matteo Giordano, Assistant Professor, University of Turin
3:05 pm Fast Gaussian Processes for Modeling Food Security
Francesca Panero, Assistant Professor, Sapienza University of Rome, London School of Economics and Political Science
3:40 pm Covariate-Dependent Biodiversity via Hubbell Regression
Tommaso Rigon, Assistant Professor, University of Milan-Bicocca
4:15 pm Coffee Break
4:45 pm Physics-Informed Spatial Regression
Eleonora Arnone, Assistant Professor, University of Turin
5:20 pm Exploring Pollutant Distributions Through Functional Compositions
Andrea Gilardi, Assistant Professor, University of Milan-Bicocca
5:55 pm The Degrees of Freedom in Adaptive Lasso Procedures
Marco Stefanucci, Assistant Professor, Tor Vergata University of Rome
Day 2 – Friday, May 16
9:30 am Generalized Finite Polya Tree Models
Mario Beraha, Assistant Professor, University of Milan-Bicocca
10:05 am Symmetry Properties of Dependent Random Partitions
Beatrice Franzolini, Assistant Professor, Bocconi University
10:40 am Semiparametric Empirical Bayesian Analysis of Maxima and Peaks Above Threshold
Stefano Rizzelli, Assistant Professor, University of Padua
11:15 am Coffee Break
11:45 am Advances in Semiparametric Intensity Estimation for Point Processes
Nicoletta D'Angelo, Assistant Professor, University of Palermo
12:20 pm The Interplay Between Bayesian Inference and Conformal Prediction: Towards a Bayesian Conformal Inference Framework
Nina Deliu, Assistant Professor, Sapienza University of Rome
12:55 pm Bayesian Nonparametric Models for Biomarkers and Neuronal Patterns
Francesco Denti, Assistant Professor, University of Padua
1:30 pm Lunch & Poster Session