Bonchi, Francesco

27 publications

ECML-PKDD 2025 A True-to-the-Model Benchmark for Edge-Level Attributions of GNN Explainers Francesco Paolo Nerini, Francesco Bonchi, André Panisson

IJCAI 2025 Minimizing Polarization and Disagreement in the Friedkin-Johnsen Model with Unknown Innate Opinions Federico Cinus, Atsushi Miyauchi, Yuko Kuroki, Francesco Bonchi

NeurIPS 2025 Size-Adaptive Hypothesis Testing for Fairness Antonio Ferrara, Francesco Cozzi, Alan Perotti, André Panisson, Francesco Bonchi

TMLR 2024 A True-to-the-Model Axiomatic Benchmark for Graph-Based Explainers Corrado Monti, Paolo Bajardi, Francesco Bonchi, André Panisson, Alan Perotti

CLeaR 2024 Extracting the Multiscale Causal Backbone of Brain Dynamics Gabriele D\textsc\char13Acunto, Francesco Bonchi, Gianmarco De Francisci Morales, Giovanni Petri

TMLR 2024 Fair Representation in Submodular Subset Selection: A Pareto Optimization Approach Adriano Fazzone, Yanhao Wang, Francesco Bonchi

NeurIPS 2024 Query-Efficient Correlation Clustering with Noisy Oracle Yuko Kuroki, Atsushi Miyauchi, Francesco Bonchi, Wei Chen

NeurIPSW 2023 Fair Representation in Submodular Subset Selection: A Pareto Optimization Approach Adriano Fazzone, Yanhao Wang, Francesco Bonchi

TMLR 2023 Learning Multiscale Non-Stationary Causal Structures Gabriele D'Acunto, Gianmarco De Francisci Morales, Paolo Bajardi, Francesco Bonchi

ECML-PKDD 2023 Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part VI Gianmarco De Francisci Morales, Claudia Perlich, Natali Ruchansky, Nicolas Kourtellis, Elena Baralis, Francesco Bonchi

ECML-PKDD 2023 Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part VII Gianmarco De Francisci Morales, Claudia Perlich, Natali Ruchansky, Nicolas Kourtellis, Elena Baralis, Francesco Bonchi

ECML-PKDD 2023 Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part I Danai Koutra, Claudia Plant, Manuel Gomez-Rodriguez, Elena Baralis, Francesco Bonchi

ECML-PKDD 2023 Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part II Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi

ECML-PKDD 2023 Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi

ECML-PKDD 2023 Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part IV Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi

ECML-PKDD 2023 Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part V Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi

IJCAI 2023 Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways (Extended Abstract) Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis

ECML-PKDD 2018 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part I Michele Berlingerio, Francesco Bonchi, Thomas Gärtner, Neil Hurley, Georgiana Ifrim

ECML-PKDD 2018 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part II Michele Berlingerio, Francesco Bonchi, Thomas Gärtner, Neil Hurley, Georgiana Ifrim

ECML-PKDD 2015 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III Albert Bifet, Michael May, Bianca Zadrozny, Ricard Gavaldà, Dino Pedreschi, Francesco Bonchi, Jaime S. Cardoso, Myra Spiliopoulou

ECML-PKDD 2013 CSI: Community-Level Social Influence Analysis Yasir Mehmood, Nicola Barbieri, Francesco Bonchi, Antti Ukkonen

ECML-PKDD 2010 Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part I José L. Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag

ECML-PKDD 2010 Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part II José L. Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag

ECML-PKDD 2010 Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part III José L. Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag

MLJ 2010 Special Issue for ECML PKDD 2010: Guest Editors' Introduction José L. Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag

ECML-PKDD 2009 Mining Graph Evolution Rules Michele Berlingerio, Francesco Bonchi, Björn Bringmann, Aristides Gionis

ECML-PKDD 2009 Taxonomy-Driven Lumping for Sequence Mining Francesco Bonchi, Carlos Castillo, Debora Donato, Aristides Gionis