Martino Ciaperoni

According to our database, Martino Ciaperoni authored at least 13 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Position: Explaining Behavioral Shifts in Large Language Models Requires a Comparative Approach.

Martino Ciaperoni, Marzio Di Vece, Luca Pappalardo, Fosca Giannotti, Francesco Giannini

CoRR, February, 2026

Khatri-Rao Clustering for Data Summarization.

Martino Ciaperoni, Collin Leiber, Aristides Gionis, Heikki Mannila

Proceedings of the Proceedings 29th International Conference on Extending Database Technology, 2026

2025

Consistent Multigroup Low-Rank Approximation.

Antonis Matakos, Martino Ciaperoni, Heikki Mannila

CoRR, March, 2025

Sample and Expand: Discovering Low-Rank Submatrices With Quality Guarantees.

Martino Ciaperoni, Aristides Gionis, Heikki Mannila

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

2024

The Hadamard decomposition problem.

Martino Ciaperoni, Aristides Gionis, Heikki Mannila

Data Min. Knowl. Discov., July, 2024

Efficient Exploration of the Rashomon Set of Rule-Set Models.

Martino Ciaperoni, Han Xiao, Aristides Gionis

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Beam-search SIEVE for low-memory speech recognition.

Martino Ciaperoni, Athanasios Katsamanis, Aristides Gionis, Panagiotis Karras

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

2023

Efficient and trustworthy methods for knowledge discovery.

Martino Ciaperoni

PhD thesis, 2023

2022

SIEVE: A Space-Efficient Algorithm for Viterbi Decoding.

Martino Ciaperoni, Aristides Gionis, Athanasios Katsamanis, Panagiotis Karras

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Concise and interpretable multi-label rule sets.

Martino Ciaperoni, Han Xiao, Aristides Gionis

Proceedings of the IEEE International Conference on Data Mining, 2022

Workload-Aware Materialization of Junction Trees.

Martino Ciaperoni, Çigdem Aslay, Aristides Gionis, Michael Mathioudakis

Proceedings of the 25th International Conference on Extending Database Technology, 2022

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 for Efficient Variable Elimination on Bayesian Networks.

Çigdem Aslay, Martino Ciaperoni, Aristides Gionis, Michael Mathioudakis

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021