Andrea Agostini

According to our database, Andrea Agostini authored at least 18 papers between 2005 and 2026.

Collaborative distances:

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

2026

Beyond Independent Frames: Latent Attention Masked Autoencoders for Multi-View Echocardiography.

Simon Böhi, Irene Cannistraci, Sergio Muñoz Gonzalez, Moritz Vandenhirtz, Sonia Laguna, Samuel Ruipérez-Campillo, Max Krähenmann, Andrea Agostini, Ece Ozkan, Thomas M. Sutter, Julia E. Vogt

CoRR, April, 2026

Foundation Model for Cardiac Time Series via Masked Latent Attention.

Moritz Vandenhirtz, Samuel Ruipérez-Campillo, Simon Böhi, Sonia Laguna, Irene Cannistraci, Andrea Agostini, Ece Ozkan, Thomas M. Sutter, Julia E. Vogt

CoRR, March, 2026

Structure is Supervision: Multiview Masked Autoencoders for Radiology.

Sonia Laguna, Andrea Agostini, Alain Ryser, Samuel Ruipérez-Campillo, Irene Cannistraci, Moritz Vandenhirtz, Stephan Mandt, Nicolas Deperrois, Farhad Nooralahzadeh, Michael Krauthammer, Thomas M. Sutter, Julia E. Vogt

Trans. Mach. Learn. Res., 2026

2025

Leveraging the Structure of Medical Data for Improved Representation Learning.

Andrea Agostini, Sonia Laguna, Alain Ryser, Samuel Ruipérez-Campillo, Moritz Vandenhirtz, Nicolas Deperrois, Farhad Nooralahzadeh, Michael Krauthammer, Thomas M. Sutter, Julia E. Vogt

CoRR, July, 2025

Analysis of Capacity Credit of Wind Power and the Influence of Hydrogen Energy Storage.

Andrea Agostini, Ilkka Jokinen, Matti Lehtonen, Massimiliano Coppo

IEEE Access, 2025

PhenoRAG: Retrieval-Augmented Generation for Efficient Zero-Shot Phenotype Identification in Clinical Reports.

Marc Berndt, Andrea Agostini, Beatrice Stocker, Maria Padrutt, Silvio Daniel Brugger, D Sean Froese, Daphné Chopard, Julia E. Vogt

Proceedings of the Machine Learning for Healthcare Conference (MLHC 2025), 2025

2024

Weakly-Supervised Multimodal Learning on MIMIC-CXR.

Andrea Agostini, Daphné Chopard, Yang Meng, Norbert Fortin, Babak Shahbaba, Stephan Mandt, Thomas M. Sutter, Julia E. Vogt

CoRR, 2024

Unity by Diversity: Improved Representation Learning for Multimodal VAEs.

Thomas M. Sutter, Yang Meng, Andrea Agostini, Daphné Chopard, Norbert Fortin, Julia E. Vogt, Babak Shahbaba, Stephan Mandt

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts.

Giulia Romano, Andrea Agostini, Francesco Trovò, Nicola Gatti, Marcello Restelli

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2019

Programming in Style with bach.

Andrea Agostini, Daniele Ghisi, Jean-Louis Giavitto

Proceedings of the Perception, Representations, Image, Sound, Music, 2019

2016

Subsidence mapping at regional scale using persistent scatters interferometry (PSI): The case of Tuscany region (Italy).

Ascanio Rosi, Veronica Tofani, Andrea Agostini, Luca Tanteri, Carlo Tacconi Stefanelli, Filippo Catani, Nicola Casagli

Int. J. Appl. Earth Obs. Geoinformation, 2016

Recreating Gerard Grisey's Vortex Temporum with cage.

Daniele Ghisi, Andrea Agostini, Eric Maestri

Proceedings of the 2016 International Computer Music Conference, 2016

2015

A Max Library for Musical Notation and Computer-Aided Composition.

Andrea Agostini, Daniele Ghisi

Comput. Music. J., 2015

2014

A Procedure to Map Subsidence at the Regional Scale Using the Persistent Scatterer Interferometry (PSI) Technique.

Ascanio Rosi, Andrea Agostini, Veronica Tofani, Nicola Casagli

Remote. Sens., 2014

Fine-tuned Control of Concatenative Synthesis with CATART Using the BACH Library for MAX.

Aaron Einbond, Christopher Trapani, Andrea Agostini, Daniele Ghisi, Diemo Schwarz

Proceedings of the Music Technology meets Philosophy, 2014

cage: a high-level library for real-time computer-aided composition.

Andrea Agostini, Éric Daubresse, Daniele Ghisi

Proceedings of the Music Technology meets Philosophy, 2014

2012

Bach: an Environment for Computer-Aided Composition in Max.

Andrea Agostini, Daniele Ghisi

Proceedings of the Non-Cochlear Sound: Proceedings of the 38th International Computer Music Conference, 2012

2005

Randomized Algorithms for Platform-based Design.

Andrea Agostini, Andrea Balluchi, Antonio Bicchi, Benedetto Piccoli, Alberto L. Sangiovanni-Vincentelli, Katarzyna Zadarnowska

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005