Francesco Sanna Passino

24 papers A* 1A 1Journal 19Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Approximate learning of parsimonious Bayesian context trees.
Stat. Comput.
Daniyar Ghani, Nicholas A. Heard, Francesco Sanna Passino
2026 J jnl
Convergence Guarantees for Response Prediction for Latent Structure Network Time Series.
IEEE Trans. Netw. Sci. Eng.
Aranyak Acharyya, Francesco Sanna Passino, Michael W. Trosset, Carey E. Priebe
2026 J jnl
Simultaneous global and local clustering in multiplex networks with covariate information.
J. Complex Networks
Joshua Corneck, Edward A. K. Cohen, James S. Martin, Lekha Patel, Kurtis W. Shuler, Francesco Sanna Passino
2025 — conf
Factor-Driven Network Informed Restricted Vector Autoregression.
ICAIF
Brendan Martin, Mihai Cucuringu, Alessandra Luati, Francesco Sanna Passino
2025 J jnl
Online Bayesian changepoint detection for network Poisson processes with community structure.
Stat. Comput.
Joshua Corneck, Edward A. K. Cohen, James S. Martin, Francesco Sanna Passino
2024 A conf
Extended Deep Adaptive Input Normalization for Preprocessing Time Series Data for Neural Networks.
AISTATS
Marcus A. K. September, Francesco Sanna Passino, Leonie Tabea Goldmann, Anton Hinel
2024 — conf
FinDKG: Dynamic Knowledge Graphs with Large Language Models for Detecting Global Trends in Financial Markets.
ICAIF
Xiaohui Victor Li, Francesco Sanna Passino
2024 J jnl
Targeted synthetic data generation for tabular data via hardness characterization.
CoRR
Tommaso Ferracci, Leonie Tabea Goldmann, Anton Hinel, Francesco Sanna Passino
2023 J jnl
Extended Deep Adaptive Input Normalization for Preprocessing Time Series Data for Neural Networks.
CoRR
Marcus A. K. September, Francesco Sanna Passino, Leonie Tabea Goldmann, Anton Hinel
2023 J jnl
Mutually Exciting Point Process Graphs for Modeling Dynamic Networks.
J. Comput. Graph. Stat.
Francesco Sanna Passino, Nicholas A. Heard
2023 J jnl
Unsupervised attack pattern detection in honeypot data using Bayesian topic modelling.
CoRR
Francesco Sanna Passino, Anastasia Mantziou, Daniyar Ghani, Philip Thiede, Ross Bevington, Nicholas A. Heard
2022 J jnl
Latent structure blockmodels for Bayesian spectral graph clustering.
Stat. Comput.
Francesco Sanna Passino, Nicholas A. Heard
2022 J jnl
Spectral Clustering on Spherical Coordinates Under the Degree-Corrected Stochastic Blockmodel.
Technometrics
Francesco Sanna Passino, Nicholas A. Heard, Patrick Rubin-Delanchy
2021 — —
Latent factor representations of dynamic networks with applications in cyber-security
Francesco Sanna Passino
2021 J jnl
Latent structure blockmodels for Bayesian spectral graph clustering.
CoRR
Francesco Sanna Passino, Nicholas A. Heard
2021 J jnl
Link prediction in dynamic networks using random dot product graphs.
Data Min. Knowl. Discov.
Francesco Sanna Passino, Anna S. Bertiger, Joshua C. Neil, Nicholas A. Heard
2021 J jnl
Mutually exciting point process graphs for modelling dynamic networks.
CoRR
Francesco Sanna Passino, Nicholas A. Heard
2021 A* conf
Where To Next? A Dynamic Model of User Preferences.
WWW
Francesco Sanna Passino, Lucas Maystre, Dmitrii Moor, Ashton Anderson, Mounia Lalmas
2020 J jnl
Bayesian estimation of the latent dimension and communities in stochastic blockmodels.
Stat. Comput.
Francesco Sanna Passino, Nicholas A. Heard
2020 J jnl
Classification of periodic arrivals in event time data for filtering computer network traffic.
Stat. Comput.
Francesco Sanna Passino, Nicholas A. Heard
2020 J jnl
Graph link prediction in computer networks using Poisson matrix factorisation.
CoRR
Francesco Sanna Passino, Melissa J. M. Turcotte, Nicholas A. Heard
2020 J jnl
Spectral clustering on spherical coordinates under the degree-corrected stochastic blockmodel.
CoRR
Francesco Sanna Passino, Nicholas A. Heard, Patrick Rubin-Delanchy
2019 J jnl
Bayesian estimation of the latent dimension and communities in stochastic blockmodels.
CoRR
Francesco Sanna Passino, Nicholas A. Heard
2019 J jnl
Link prediction in dynamic networks using random dot product graphs.
CoRR
Francesco Sanna Passino, Anna S. Bertiger, Joshua C. Neil, Nicholas A. Heard