3 papers
cs.CV2025
ExDD: Explicit Dual Distribution Learning for Surface Defect Detection via Diffusion Synthesis
Muhammad Aqeel, Federico Leonardi, Francesco Setti
Industrial defect detection systems face critical limitations when confined to one-class anomaly detection paradigms, which assume uniform outlier distributions and struggle with d…
math.ST2023
Optimal recovery by maximum and integrated conditional likelihood in the general Stochastic Block Model
Andressa Cerqueira, Florencia Leonardi
In this paper, we obtain new results on the weak and strong consistency of the maximum and integrated conditional likelihood estimators for the community detection problem in the S…
math.ST2023
Threshold detection under a semiparametric regression model
Graciela Boente, Florencia Leonardi, Daniela Rodriguez +1
Linear regression models have been extensively considered in the literature. However, in some practical applications they may not be appropriate all over the range of the covariate…