Martino Ciaperoni

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Inference In Bayesian Networks

Variable Elimination

Top Venues

Publications

Martino Ciaperoni, Han Xiao, Aristides Gionis
Efficient Exploration of the Rashomon Set of Rule-Set Models. KDD (2024)
Martino Ciaperoni, Aristides Gionis, Heikki Mannila
The Hadamard decomposition problem. Data Min. Knowl. Discov. 38 (4) (2024)
Martino Ciaperoni, Han Xiao, Aristides Gionis
Efficient Exploration of the Rashomon Set of Rule Set Models. CoRR (2024)
Martino Ciaperoni, Han Xiao, Aristides Gionis
Concise and interpretable multi-label rule sets. Knowl. Inf. Syst. 65 (12) (2023)
Martino Ciaperoni, Çigdem Aslay, Aristides Gionis, Michael Mathioudakis
Workload-Aware Materialization of Junction Trees. EDBT (2022)
Martino Ciaperoni, Aristides Gionis, Athanasios Katsamanis, Panagiotis Karras
SIEVE: A Space-Efficient Algorithm for Viterbi Decoding. SIGMOD Conference (2022)
Martino Ciaperoni, Han Xiao, Aristides Gionis
Concise and interpretable multi-label rule sets. ICDM (2022)
Martino Ciaperoni, Han Xiao, Aristides Gionis
Concise and interpretable multi-label rule sets. CoRR (2022)
Çigdem Aslay, Martino Ciaperoni, Aristides Gionis, Michael Mathioudakis
Workload-aware Materialization for Efficient Variable Elimination on Bayesian Networks. ICDE (2021)
Edoardo Galimberti, Martino Ciaperoni, Alain Barrat, Francesco Bonchi, Ciro Cattuto, Francesco Gullo
Span-core Decomposition for Temporal Networks: Algorithms and Applications. ACM Trans. Knowl. Discov. Data 15 (1) (2021)
Martino Ciaperoni, Çigdem Aslay, Aristides Gionis, Michael Mathioudakis
Workload-Aware Materialization of Junction Trees. CoRR (2021)
Edoardo Galimberti, Martino Ciaperoni, Alain Barrat, Francesco Bonchi, Ciro Cattuto, Francesco Gullo
Span-core Decomposition for Temporal Networks: Algorithms and Applications. CoRR (2019)