Coletta, Andrea

5 publications

TMLR 2026 DiffCATS: Causally Associated Time-Series Generation Through Diffusion Models Giuseppe Masi, Andrea Coletta, Elizabeth Fons, Svitlana Vyetrenko, Novella Bartolini

TMLR 2024 iHyperTime: Interpretable Time Series Generation with Implicit Neural Representations Elizabeth Fons, Alejandro Sztrajman, Yousef El-Laham, Andrea Coletta, Alexandros Iosifidis, Svitlana Vyetrenko

NeurIPSW 2023 INTAGS: Interactive Agent-Guided Simulation Song Wei, Andrea Coletta, Svitlana Vyetrenko, Tucker Balch

ICML 2023 K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs Andrea Coletta, Svitlana Vyetrenko, Tucker Balch

NeurIPS 2023 On the Constrained Time-Series Generation Problem Andrea Coletta, Sriram Gopalakrishnan, Daniel Borrajo, Svitlana Vyetrenko