2 papers
cs.CL2025
Toward Ethical AI Through Bayesian Uncertainty in Neural Question Answering
Riccardo Di Sipio
We explore Bayesian reasoning as a means to quantify uncertainty in neural networks for question answering. Starting with a multilayer perceptron on the Iris dataset, we show how p…
hep-ex2019
Shower it again, Pythia
Riccardo Di Sipio
The Parton-Shower algorithm implement in the Pythia generator is applied multiple times to the same parton-level configuration to estimate the systematic uncertainty affecting larg…