Davide D'Ascenzo

According to our database, Davide D'Ascenzo authored at least 7 papers between 2023 and 2026.

Collaborative distances:

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

2026

Efficient and Scalable Provenance Tracking for LLM-Generated Code Snippets.

Andrea Gurioli, Davide D'Ascenzo, Federico Pennino, Maurizio Gabbrielli, Stefano Zacchiroli

CoRR, May, 2026

When Labels Have Structure: Improving Image Classification with Hierarchy-Aware Cross-Entropy.

April Chan, Davide D'Ascenzo, Sebastiano Cultrera di Montesano

CoRR, May, 2026

Improving atlas-scale single-cell annotation models with hierarchical cross-entropy loss.

Sebastiano Cultrera di Montesano, Davide D'Ascenzo, Srivatsan Raghavan, Ava P. Amini, Peter S. Winter, Lorin Crawford

Nat. Comput. Sci., March, 2026

2025

scDataset: Scalable Data Loading for Deep Learning on Large-Scale Single-Cell Omics.

Davide D'Ascenzo, Sebastiano Cultrera di Montesano

CoRR, June, 2025

Position: A Theory of Deep Learning Must Include Compositional Sparsity.

David A. Danhofer, Davide D'Ascenzo, Rafael Dubach, Tomaso A. Poggio

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

2024

Score and rank semi-monotonicity for closeness, betweenness, and distance-decay centralities.

Paolo Boldi, Davide D'Ascenzo, Flavio Furia, Sebastiano Vigna

Soc. Netw. Anal. Min., December, 2024

2023

Score and Rank Semi-monotonicity for Closeness, Betweenness and Harmonic Centrality.

Paolo Boldi, Davide D'Ascenzo, Flavio Furia, Sebastiano Vigna

Proceedings of the Complex Networks & Their Applications XII, 2023