Publications

Davide D'Ascenzo, Sebastiano Cultrera Di Montesano (2025). scDataset: Scalable Data Loading for Deep Learning on Large-Scale Single-Cell Omics.
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David A. Danhofer, Davide D'Ascenzo, Rafael Dubach, Tomaso a Poggio (2025). Position: A Theory of Deep Learning Must Include Compositional Sparsity. Forty-second International Conference on Machine Learning Position Paper Track.
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Sebastiano Cultrera Di Montesano, Davide D'Ascenzo, Srivatsan Raghavan, Ava P. Amini, Peter S. Winter, Lorin Crawford (2025). Hierarchical cross-entropy loss improves atlas-scale single-cell annotation models. bioRxiv.
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Paolo Boldi, Davide D'Ascenzo, Flavio Furia, Sebastiano Vigna (2024). Score and rank semi-monotonicity for closeness, betweenness, and distance--decay centralities. Social Network Analysis and Mining.
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Paolo Boldi, Davide D'Ascenzo, Flavio Furia, Sebastiano Vigna (2024). Score and Rank Semi-monotonicity for Closeness, Betweenness and Harmonic Centrality. Complex Networks & Their Applications XII.
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