3 papers
stat.ME2026
Regularized covariance estimation from partially observed interferometric data
Teresa Bortolotti, Roberta Troilo, Francesco Casu +2
The Small BAseline Subset technique provides remote measurements of ground displacement with high spatial resolution, making it a key tool for monitoring geophysical processes in h…
stat.ME2025
Noise-Adaptive Conformal Classification with Marginal Coverage
Teresa Bortolotti, Y. X. Rachel Wang, Xin Tong +3
Conformal inference provides a rigorous statistical framework for uncertainty quantification in machine learning, enabling well-calibrated prediction sets with precise coverage gua…
stat.AP2024
An interpretable and transferable model for shallow landslides detachment combining spatial Poisson point processes and generalized additive models
Giulia Patanè, Teresa Bortolotti, Vasil Yordanov +4
Less than 10 meters deep, shallow landslides are rapidly moving and strongly dangerous slides. In the present work, the probabilistic distribution of the landslide detachment point…