2 papers
cs.LG2026
Lévy Attention: Single-Pass Predictive Uncertainty for Continuous-Time Attention
Sotirios P. Chatzis, Loukas Papadoulas
Deep models for irregularly-sampled time series answer queries at arbitrary continuous timestamps, yet report nothing about how far each answer should be trusted. We show the atten…
q-fin.CP2023
Macroeconomic forecasting and sovereign risk assessment using deep learning techniques
Anastasios Petropoulos, Vassilis Siakoulis, Konstantinos P. Panousis +2
In this study, we propose a novel approach of nowcasting and forecasting the macroeconomic status of a country using deep learning techniques. We focus particularly on the US econo…