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Martino Ciaperoni
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Relevance of temporal cores for epidemic spread in temporal networks
M Ciaperoni, E Galimberti, F Bonchi, C Cattuto, F Gullo, A Barrat
Scientific reports 10 (1), 12529, 2020
412020
Span-core decomposition for temporal networks: Algorithms and applications
E Galimberti, M Ciaperoni, A Barrat, F Bonchi, C Cattuto, F Gullo
ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (1), 1-44, 2020
272020
Sieve: A space-efficient algorithm for viterbi decoding
M Ciaperoni, A Gionis, A Katsamanis, P Karras
Proceedings of the 2022 International Conference on Management of Data, 1136 ¡K, 2022
52022
Concise and interpretable multi-label rule sets
M Ciaperoni, H Xiao, A Gionis
Knowledge and Information Systems 65 (12), 5657-5694, 2023
42023
The Hadamard decomposition problem
M Ciaperoni, A Gionis, H Mannila
Data Mining and Knowledge Discovery, 1-42, 2024
22024
Query the model: precomputations for efficient inference with Bayesian Networks
C Aslay, M Ciaperoni, A Gionis, M Mathioudakis
arXiv preprint arXiv:1904.00079, 2019
22019
Workload-Aware Materialization of Junction Trees
M Ciaperoni, C Aslay, A Gionis, M Mathioudakis
arXiv preprint arXiv:2110.03475, 2021
12021
Workload-aware materialization for efficient variable elimination on Bayesian networks
C Aslay, M Ciaperoni, A Gionis, M Mathioudakis
2021 IEEE 37th International Conference on Data Engineering (ICDE), 1152-1163, 2021
12021
Efficient Exploration of the Rashomon Set of Rule-Set Models
M Ciaperoni, H Xiao, A Gionis
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and ¡K, 2024
2024
Efficient and trustworthy methods for knowledge discovery
M Ciaperoni
Aalto University, 2023
2023
Temporal Graphs and Temporal Communities
M Ciaperoni
2020
Beam-search SIEVE for low-memory speech recognition
M Ciaperoni, A Katsamanis, A Gionis, P Karras
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Articles 1–12