2 papers
stat.ME2026
A nonparametric approach to understand multivariate quantile dynamics in financial time series
Kunal Rai, Archi Roy, Itai Dattner +1
Over the last decade, nonparametric methods have gained increasing attention for modeling complex data structures due to their flexibility and minimal structural assumptions. In th…
stat.ME2024
Adaptive Physics-Guided Neural Network
David Shulman, Itai Dattner
This paper introduces an adaptive physics-guided neural network (APGNN) framework for predicting quality attributes from image data by integrating physical laws into deep learning…