Paolo Pellizzoni

According to our database, Paolo Pellizzoni authored at least 16 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Dynamic k-center clustering with lifetimes.

Simone Moretti, Paolo Pellizzoni, Andrea Pietracaprina, Geppino Pucci

CoRR, March, 2026

2025

Endowing protein language models with structural knowledge.

Philip Hartout, Dexiong Chen, Paolo Pellizzoni, Carlos G. Oliver, Karsten M. Borgwardt

Bioinform., 2025

The Flood Complex: Large-Scale Persistent Homology on Millions of Points.

Florian Graf, Paolo Pellizzoni, Martin Uray, Stefan Huber, Roland Kwitt

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Dimensionality Reduction on Complex Vector Spaces for Euclidean Distance with Dynamic Weights.

Simone Moretti, Paolo Pellizzoni, Francesco Silvestri

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Graph Neural Networks Can (Often) Count Substructures.

Paolo Pellizzoni, Till Hendrik Schulz, Karsten M. Borgwardt

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Structure- and Function-Aware Substitution Matrices via Learnable Graph Matching.

Paolo Pellizzoni, Carlos G. Oliver, Karsten M. Borgwardt

Proceedings of the Research in Computational Molecular Biology, 2024

On the Expressivity and Sample Complexity of Node-Individualized Graph Neural Networks.

Paolo Pellizzoni, Till Hendrik Schulz, Dexiong Chen, Karsten M. Borgwardt

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Higher-order genetic interaction discovery with network-based biological priors.

Paolo Pellizzoni, Giulia Muzio, Karsten M. Borgwardt

Bioinform., 2023

Fully Dynamic Clustering and Diversity Maximization in Doubling Metrics.

Paolo Pellizzoni, Andrea Pietracaprina, Geppino Pucci

Proceedings of the Algorithms and Data Structures - 18th International Symposium, 2023

Fisher Information Embedding for Node and Graph Learning.

Dexiong Chen, Paolo Pellizzoni, Karsten M. Borgwardt

Proceedings of the International Conference on Machine Learning, 2023

FASM and FAST-YB: Significant Pattern Mining with False Discovery Rate Control.

Paolo Pellizzoni, Karsten M. Borgwardt

Proceedings of the IEEE International Conference on Data Mining, 2023

VC-dimension and Rademacher Averages of Subgraphs, with Applications to Graph Mining.

Paolo Pellizzoni, Fabio Vandin

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Adaptive k-center and diameter estimation in sliding windows.

Paolo Pellizzoni, Andrea Pietracaprina, Geppino Pucci

Int. J. Data Sci. Anal., 2022

Dimensionality reduction on complex vector spaces for dynamic weighted Euclidean distance.

Paolo Pellizzoni, Francesco Silvestri

CoRR, 2022

k-Center Clustering with Outliers in Sliding Windows.

Paolo Pellizzoni, Andrea Pietracaprina, Geppino Pucci

Algorithms, 2022

2020

Dimensionality-adaptive k-center in sliding windows.

Paolo Pellizzoni, Andrea Pietracaprina, Geppino Pucci

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020