Archivio Istituzionale della RicercaD'ASCENZO, DAVIDE
D'ASCENZO, DAVIDE
Dipartimento di Automatica e Informatica
098324
Hierarchical cross-entropy loss improves atlas-scale single-cell annotation models
In corso di stampa Cultrera Di Montesano, Sebastiano; D'Ascenzo, Davide; Raghavan, Srivatsan; Amini, Ava P.; Winter, Peter S.; Crawford, Lorin
Theory and Tools for Structure-Aware Machine Learning on Biological Data
2026 D'Ascenzo, Davide
Position: A Theory of Deep Learning Must Include Compositional Sparsity
2025 Danhofer, David A.; D'Ascenzo, Davide; Dubach, Rafael; Poggio, Tomaso
scDataset: Scalable Data Loading for Deep Learning on Large-Scale Single-Cell Omics
2025 D'Ascenzo, Davide; Cultrera Di Montesano, Sebastiano
Score and Rank Semi-Monotonicity for Closeness, Betweenness and Harmonic Centrality
2024 Boldi, Paolo; D'Ascenzo, Davide; Furia, Flavio; Vigna, Sebastiano
Score and rank semi-monotonicity for closeness, betweenness, and distance–decay centralities
2024 Boldi, Paolo; D'Ascenzo, Davide; Furia, Flavio; Vigna, Sebastiano
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Hierarchical cross-entropy loss improves atlas-scale single-cell annotation models / Cultrera Di Montesano, Sebastiano; D'Ascenzo, Davide; Raghavan, Srivatsan; Amini, Ava P.; Winter, Peter S.; Crawford, Lorin. - In: NATURE COMPUTATIONAL SCIENCE. - ISSN 2662-8457. - (In corso di stampa). | In corso di stampa | Davide D'Ascenzo + | Cell_Type_Annotation_Paper.pdf |
| Theory and Tools for Structure-Aware Machine Learning on Biological Data / D'Ascenzo, Davide. - (2026 Mar 02), pp. 1-149. | 2-mar-2026 | D'ASCENZO, DAVIDE | conv_phd_thesis.pdf; conv_phd_thesis_abstract.pdf |
| Position: A Theory of Deep Learning Must Include Compositional Sparsity / Danhofer, David A.; D'Ascenzo, Davide; Dubach, Rafael; Poggio, Tomaso. - ELETTRONICO. - 267:(2025), pp. 81199-81210. ( Forty-second International Conference on Machine Learning Position Vancouver (CAN) July 13th -19th, 2025). | 1-gen-2025 | Davide D'Ascenzo + | 186_Position_A_Theory_of_Deep_.pdf; danhofer25a.pdf |
| scDataset: Scalable Data Loading for Deep Learning on Large-Scale Single-Cell Omics / D'Ascenzo, Davide; Cultrera Di Montesano, Sebastiano. - (2025). | 1-gen-2025 | Davide D'Ascenzo + | 2506.01883v1.pdf |
| Score and Rank Semi-Monotonicity for Closeness, Betweenness and Harmonic Centrality / Boldi, Paolo; D'Ascenzo, Davide; Furia, Flavio; Vigna, Sebastiano. - 1143:(2024), pp. 102-113. ( The Twelfth International Conference on Complex Networks and their Applications Menton (FRA) 28 - 30 November, 2023) [10.1007/978-3-031-53472-0_9]. | 1-gen-2024 | Davide D'Ascenzo + | semi.pdf |
| Score and rank semi-monotonicity for closeness, betweenness, and distance–decay centralities / Boldi, Paolo; D'Ascenzo, Davide; Furia, Flavio; Vigna, Sebastiano. - In: SOCIAL NETWORK ANALYSIS AND MINING. - ISSN 1869-5469. - 14:(2024). [10.1007/s13278-024-01285-y] | 1-gen-2024 | D'Ascenzo, Davide + | s13278-024-01285-y.pdf |