Publications

Aubert, J., Köhler, L., Lehéricy, L., Mezzadri, G., & Reynaud-Bouret, P. (2025). Model selection for behavioral learning data and applications to contextual bandits. AISTATS. [arXiv]

Mezzadri, G., Laloë, T., Mathy, F., & Reynaud-Bouret, P. (2023). How to fit transfer models to learning data: a segmentation/clustering approach. Behavior Research Methods. [doi] [hal] [pdf]

James, A., Reynaud-Bouret, P., Mezzadri, G., Sargolini, F., Bethus, I., & Muzy, A. (2023). Strategy inference during learning via cognitive activity-based credit assignment models. Scientific Reports, Volume 13, 9408. [doi]

Mezzadri, G., Reynaud-Bouret, P., Laloë, T., & Mathy, F. (2022). Investigating interactions between types of order in categorization. Scientific Reports, Volume 12, 21625. [doi] [hal] [pdf]

Mezzadri, G., Laloë, T., Mathy, F., & Reynaud-Bouret, P. (2022). Hold-out strategy for selecting learning models: application to categorization subjected to presentation orders. Journal of Mathematical Psychology, Volume 109, 102691. [doi] [hal] [pdf]

Mezzadri, G., Reynaud-Bouret, P., Laloë, T., & Mathy, F. (2022). An order-dependent transfer model in categorization. Journal of Mathematical Psychology, Volume 107, 102634. [doi] [hal] [pdf]

Mezzadri, G. (2020). Statistical inference for categorization models and presentation order. PhD thesis, Université Côte d'Azur. [hal] [pdf]

Mezzadri, G., Reynaud-Bouret, P., Laloë, T., & F. Mathy (2020). Classification de patterns de catégorisation chez l'humain par deux modèles d'apprentissage. Conference paper, JDS 2020 : 52-ièmes journées de Statistique de la Société Française de Statistique (pages 571-576). [hal] [pdf]

Mezzadri, G. (2016). Some probabilistic models of neural action potentials and neural networks. Master thesis, Università di Pisa. [pdf]

Mezzadri, G. (2012). Descrizione probabilistica delle reazioni chimiche (Probabilistic description of chemical reactions). Bachelor thesis, Università degli studi di Milano-Bicocca. [pdf]

Jaffard, S., Mezzadri, G.,  Reynaud-Bouret, P., & Tanré, E. (submitted, 2025). Spiking neural models for decision-making tasks with learning. [hal]

Mezzadri, G., & Woodford, M. (in preparation, 2025). Context effects in multi-attribute choice.