Publications
2024
Kostic R. V., Lounici K., Inzerili P., Novelli P., Pontil M.
Consistent Long-Term Forecasting of Ergodic Dynamical Systems
International Conference on Machine Learning
Conference Paper
Conference
2024
Ordoñez-Apraez D., Kostic V., Turrisi G., Novelli P., Mastalli C., Semini C., Pontil M.
Dynamics Harmonic Analysis of Robotic Systems: Application in Data-Driven Koopman Modelling
Learning for Dynamics & Control Conference, vol. 242, (no. 1318-1329)
2024
Kostic R. V., Novelli P., Grazzi R., Lounici K., Pontil M.
Learning invariant representations of time-homogeneous stochastic dynamical systems
12th International Conference on Learning Representations
Article
Conference
2024
Su Z., Huang X., Ordoñez-Apraez D., Li Y., Li Z., Liao Q., Turrisi G., Pontil M., Semini C., Wu Y., Sreenath K.
Leveraging symmetry in RL-based legged locomotion control
2024 IEEE/RSJ International Conference on Intelligent Robots and Systems
Conference Paper
Conference
2024
Ordonez-Apraez D., Turrisi G., Kostic V., Martin M., Agudo A., Moreno-Noguer F., Pontil M., Semini C., Mastalli C.
Morphological symmetries in robotics
arXiv
Article
Journal
2023
Cuneo L., Castello M., Piazza S., Nepita I., Bianchini P., Vicidomini G., Diaspro A.
A deep learning method to separate fluorophores based on their fluorescence lifetime
Biophysical Journal, vol. 122, (no. 3), pp. 462a-463a
Article
Journal
2023
Milicevic S., Kostic V. R.
Algorithms for computing the optimal Gersˇgorin-type localizations
Filomat, vol. 37, (no. 30), pp. 10395–10413
2023
Cesa-Bianchi N., Cesari T., Colomboni R., Fusco F., Leonardi S.
Bilateral Trade: A Regret Minimization Perspective
Mathematics of Operations Research
Article
Journal
2023
Grazzi R., Pontil M., Salzo S.
Bilevel Optimization with a Lower-level Contraction: Optimal Sample Complexity without Warm-Start
Journal of Machine Learning Research, vol. 24, (no. 167), pp. 1-37
Article
Journal
2023
Zeinab Zeaiter L., Baldini F., Cuneo L., Diab F., Bianchini P., Portincasa P., Vergani L., Diaspro A.
Deciphering the chromatin organization and epigenomics involved in adipocyte differentiation and hypertrophy by multimodal nanoscopy
Biophysical Journal, vol. 122, (no. 3S1)
Article
Journal
2023
Usai C., Cainero I., Cuneo L., Mariangeli M., Baldini F., Bianchini P., Diaspro A.
Decrypting the spatial relationship between peripheral chromatin and nuclear lamina in Hutchinson-Gilford Progeria Syndrome using super-resolution microscopy techniques.
Biophysical Journal, vol. 122, (no. 3), pp. 491a
Article
Journal
2023
Esposito E., Masoudian S., Qiu H., van der Hoeven D., Cesa-Bianchi N., Seldin Y.
Delayed Bandits: When Do Intermediate Observations Help?
Proceedings of Machine Learning Research, vol. 202, pp. 9374-9395
Conference Paper
Conference
2023
Esposito E., Masoudian S., Qiu H., van der Hoeven D., Cesa-Bianchi N., and Seldin Y.
Delayed Bandits: When Do Intermediate Observations Help?
International Conference on Machine Learning
Conference Paper
Conference
2023
Diaspro A., Bianchini P., Callegari F., Cuneo L., Marongiu R., Le Gratiet A., Mohebi A., Scotto M., Sheppard C.J.R.
Emerging Mueller matrix microscopy applications in biophysics and biomedicine
Rivista del Nuovo Cimento della Societa Italiana di Fisica, vol. 46, (no. 8), pp. 473-519
2023
Meanti G., Kostic V.R., Pontil M., Chatalic A., Novelli P., Rosasco L.
Estimating Koopman operators with sketching to provably learn large scale dynamical systems
Advances in Neural Information Processing Systems, vol. 36
Conference Paper
Conference