Martino Ciaperoni

20 papers A* 3A 1B 2Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 B conf
Khatri-Rao Clustering for Data Summarization.
EDBT
Martino Ciaperoni, Collin Leiber, Aristides Gionis, Heikki Mannila
2026 J jnl
Khatri-Rao Clustering for Data Summarization.
CoRR
Martino Ciaperoni, Collin Leiber, Aristides Gionis, Heikki Mannila
2026 J jnl
Position: Explaining Behavioral Shifts in Large Language Models Requires a Comparative Approach.
CoRR
Martino Ciaperoni, Marzio Di Vece, Luca Pappalardo, Fosca Giannotti, Francesco Giannini
2025 J jnl
Consistent Multigroup Low-Rank Approximation.
CoRR
Antonis Matakos, Martino Ciaperoni, Heikki Mannila
2025 — conf
Sample and Expand: Discovering Low-Rank Submatrices With Quality Guarantees.
ECML/PKDD (5)
Martino Ciaperoni, Aristides Gionis, Heikki Mannila
2025 J jnl
Sample and Expand: Discovering Low-rank Submatrices With Quality Guarantees.
CoRR
Martino Ciaperoni, Aristides Gionis, Heikki Mannila
2024 A conf
Beam-search SIEVE for low-memory speech recognition.
INTERSPEECH
Martino Ciaperoni, Athanasios Katsamanis, Aristides Gionis, Panagiotis Karras
2024 J jnl
Efficient Exploration of the Rashomon Set of Rule Set Models.
CoRR
Martino Ciaperoni, Han Xiao, Aristides Gionis
2024 A* conf
Efficient Exploration of the Rashomon Set of Rule-Set Models.
KDD
Martino Ciaperoni, Han Xiao, Aristides Gionis
2024 J jnl
The Hadamard decomposition problem.
Data Min. Knowl. Discov.
Martino Ciaperoni, Aristides Gionis, Heikki Mannila
2023 J jnl
Concise and interpretable multi-label rule sets.
Knowl. Inf. Syst.
Martino Ciaperoni, Han Xiao, Aristides Gionis
2023 — —
Efficient and trustworthy methods for knowledge discovery.
Martino Ciaperoni
2022 A* conf
Concise and interpretable multi-label rule sets.
ICDM
Martino Ciaperoni, Han Xiao, Aristides Gionis
2022 J jnl
Concise and interpretable multi-label rule sets.
CoRR
Martino Ciaperoni, Han Xiao, Aristides Gionis
2022 — conf
SIEVE: A Space-Efficient Algorithm for Viterbi Decoding.
SIGMOD Conference
Martino Ciaperoni, Aristides Gionis, Athanasios Katsamanis, Panagiotis Karras
2022 B conf
Workload-Aware Materialization of Junction Trees.
EDBT
Martino Ciaperoni, Çigdem Aslay, Aristides Gionis, Michael Mathioudakis
2021 J jnl
Span-core Decomposition for Temporal Networks: Algorithms and Applications.
ACM Trans. Knowl. Discov. Data
Edoardo Galimberti, Martino Ciaperoni, Alain Barrat, Francesco Bonchi, Ciro Cattuto, Francesco Gullo
2021 J jnl
Workload-Aware Materialization of Junction Trees.
CoRR
Martino Ciaperoni, Çigdem Aslay, Aristides Gionis, Michael Mathioudakis
2021 A* conf
Workload-aware Materialization for Efficient Variable Elimination on Bayesian Networks.
ICDE
Çigdem Aslay, Martino Ciaperoni, Aristides Gionis, Michael Mathioudakis
2019 J jnl
Span-core Decomposition for Temporal Networks: Algorithms and Applications.
CoRR
Edoardo Galimberti, Martino Ciaperoni, Alain Barrat, Francesco Bonchi, Ciro Cattuto, Francesco Gullo