Workload-aware Materialization for Efficient Variable Elimination on Bayesian Networks. - Çigdem Aslay; Martino Ciaperoni; Aristides Gionis; Michael Mathioudakis (ICDE, 2021)

Span-core Decomposition for Temporal Networks: Algorithms and Applications. - Edoardo Galimberti; Martino Ciaperoni; Alain Barrat; Francesco Bonchi; Ciro Cattuto; Francesco Gullo (ACM Trans. Knowl. Discov. Data, 2021)

Workload-Aware Materialization of Junction Trees. - Martino Ciaperoni; Çigdem Aslay; Aristides Gionis; Michael Mathioudakis (EDBT, 2022)

SIEVE: A Space-Efficient Algorithm for Viterbi Decoding. - Martino Ciaperoni; Aristides Gionis; Athanasios Katsamanis; Panagiotis Karras (SIGMOD Conference, 2022)

Efficient and trustworthy methods for knowledge discovery. - Martino Ciaperoni (2023)

Concise and interpretable multi-label rule sets. - Martino Ciaperoni; Han Xiao 009; Aristides Gionis (Knowl. Inf. Syst., 2023)

Beam-search SIEVE for low-memory speech recognition. - Martino Ciaperoni; Athanasios Katsamanis; Aristides Gionis; Panagiotis Karras (INTERSPEECH, 2024)

Efficient Exploration of the Rashomon Set of Rule-Set Models. - Martino Ciaperoni; Han Xiao 009; Aristides Gionis (KDD, 2024)

The Hadamard decomposition problem. - Martino Ciaperoni; Aristides Gionis; Heikki Mannila (Data Min. Knowl. Discov., 2024)

Consistent Multigroup Low-Rank Approximation. - Antonis Matakos; Martino Ciaperoni; Heikki Mannila (CoRR, 2025)

Sample and Expand: Discovering Low-rank Submatrices With Quality Guarantees. - Martino Ciaperoni; Aristides Gionis; Heikki Mannila (CoRR, 2025)