PUB · 01 2026
NeurIPS 2026 Workshop · GDDL
Featured
Discrete Wasserstein Flows for One-Step Generative Modeling
Alessandro Micheli, Andrea Zerio, Samir Bhatt
Optimal Transport Generative Modelling Discrete Data
INDEX · PUBLICATIONS
Publications.
Selected research outputs across generative models, probabilistic methods, geometric learning, and applications in science.
PUB · 02 2026
NeurIPS 2026 Workshop · GDDL
Featured
Generative Modeling on Metric Graphs via Neural Optimal Transport
Alessandro Micheli, Yueqi Cao, Anthea Monod, Samir Bhatt
Optimal Transport Generative Modelling Metric Graphs
PUB · 03 2026
NeurIPS 2026 Workshop · GEM
Featured
Sequence-Informed Geometric Evaluation of RNA 3D Structures
Andrea Zerio, Yighua Yao, Alessandro Micheli, Roland G. Huber, Mile Sikic, Samir Bhatt, Andres R. Masegosa, Yuangang Pan
Computational Biology Geometric ML RNA Structure
PUB · 04 2026
ICML 2026
Featured
Riemannian Neural Optimal Transport
Alessandro Micheli, Yueqi Cao, Anthea Monod, Samir Bhatt
Optimal Transport Geometric ML Generative Modelling
PUB · 05 2026
Preprint · arXiv
Featured
Entropic Riemannian Neural Optimal Transport
Alessandro Micheli, Silvia Sapora, Anthea Monod, Samir Bhatt
Optimal Transport Geometric ML Entropic Regularisation
PUB · 06 2025
NeurIPS 2025
Featured
NeuralSurv: Deep Survival Analysis with Bayesian Uncertainty Quantification
Alessandro Micheli, ...
Bayesian Deep Learning Survival Analysis Uncertainty Quantification