Christopher Irwin

According to our database, Christopher Irwin authored at least 11 papers between 2022 and 2025.

Collaborative distances:

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

2025

Entropy-Lens: The Information Signature of Transformer Computations.

Riccardo Ali, Francesco Caso, Christopher Irwin, Pietro Liò

CoRR, February, 2025

Graph Representation Learning for IBD Diagnosis Based on Microbiome Metaomic Data.

Christopher Irwin, Flavio Mignone, Stefania Montani, Luigi Portinale

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

Beyond Labels: A Self-Supervised Framework with Masked Autoencoders and Random Cropping for Breast Cancer Sub-type Classification.

Marco Dossena, Christopher Irwin, Annalisa Chiocchetti, Luigi Portinale

Proceedings of the 2025 AAAI Spring Symposium Series, 2025

2024

Beyond Labels: A Self-Supervised Framework with Masked Autoencoders and Random Cropping for Breast Cancer Subtype Classification.

Annalisa Chiocchetti, Marco Dossena, Christopher Irwin, Luigi Portinale

CoRR, 2024

Graph Neural Networks for Gut Microbiome Metaomic data: A preliminary work.

Christopher Irwin, Flavio Mignone, Stefania Montani, Luigi Portinale

CoRR, 2024

Resilience of the Electric Grid through Trustable IoT-Coordinated Assets.

Vineet Jagadeesan Nair, Venkatesh Venkataramanan, Priyank Srivastava, Partha S. Sarker, Anurag Srivastava, Laurentiu D. Marinovici, Jun Zha, Christopher Irwin, Prateek Mittal, John Williams, H. Vincent Poor, Anuradha M. Annaswamy

CoRR, 2024

2023

Gait Monitoring and Analysis: A Mathematical Approach.

Massimo Canonico, Francesco Desimoni, Alberto Ferrero, Pietro Antonio Grassi, Christopher Irwin, Daiana Campani, Alberto Dal Molin, Massimiliano Panella, Luca Magistrelli

Sensors, September, 2023

Structural Positional Encoding for Knowledge Integration in Transformer-based Medical Process Monitoring.

Christopher Irwin, Marco Dossena, Giorgio Leonardi, Stefania Montani

Proceedings of the 2nd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

A Multi-label Classification Study for the Prediction of Long-COVID Syndrome.

Marco Dossena, Christopher Irwin, Luca Piovesan, Luigi Portinale

Proceedings of the AIxIA 2023 - Advances in Artificial Intelligence, 2023

Autoencoder with Dual Loss Function for Follow-up Estimation (Short paper).

Marco Dossena, Christopher Irwin

Proceedings of the AIxIA Doctoral Consortium 2023 co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

2022

Graph-based Recommendation using Graph Neural Networks.

Marco Dossena, Christopher Irwin, Luigi Portinale

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022