Publications

Journal articles

Bernardelli, A. M., Gualandi, S., Milanesi, S., Lau, H. C., Yorke-Smith, N. (2024). Multiobjective Linear Ensembles for Robust and Sparse Training of Few-Bit Neural Network. INFORMS Journal on Computing.

Bernardelli, A.M., Bonasera, L., Duma, D., Vercesi, E. (2024). Multi-objective stochastic scheduling of inpatient and outpatient surgeries. Flex Serv Manuf J.

Conference proceedings

Bernardelli, A.M., Gualandi, S., Lau, H.C., Milanesi, S. (2023). The BeMi Stardust: A Structured Ensemble of Binarized Neural Networks. In: Sellmann, M., Tierney, K. (eds) Learning and Intelligent Optimization. LION 2023. Lecture Notes in Computer Science, vol 14286. Springer, Cham.

Preprint

Bernardelli, A. M., Vercesi, E., Gualandi, S., Mastrolilli, M., Gambardella, L. M. (2024). Lower bounds for the integrality gap of the bi-directed cut formulation of the Steiner Tree Problem. arXiv preprint arXiv:2405.13773.

Thesis

Methods for Combinatorial Optimization and Their Applications. Ph.D. Thesis in Computational Mathematics and Decision Sciences. University of Pavia, Department of Mathematics.

Aspetti Algebrici e Combinatori della Teoria degli Operad (Algebraic and Combinatorial Aspects of Operad Theory). M.Sc. Thesis in Mathematics. University of Pavia, Department of Mathematics.

Rappresentazioni Lineari di Gruppi Finiti (Linear Representations of Finite Group). B.Sc. Thesis in Mathematics. University of Pavia, Department of Mathematics.