Pietro Lio | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
System Neural Network: Evolution and Change Based Structure Learning	IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE	2022
End-to-End Deep Learning of Non-rigid Groupwise Registration and Reconstruction of Dynamic MRI	FRONTIERS IN CARDIOVASCULAR MEDICINE	2022
Computational prediction and interpretation of druggable proteins using a stacked ensemble-learning framework	ISCIENCE	2022
A novel interpretable machine learning algorithm to identify optimal parameter space for cancer growth	FRONTIERS IN BIG DATA	2022
NMR Spectroscopy Combined with Machine Learning Approaches for Age Prediction in Healthy and Parkinson’s Disease Cohorts through Metabolomic Fingerprints	APPLIED SCIENCES	2022
Intelligent Decision Making Based on the Combination of Deep Reinforcement Learning and an Influence Map	APPLIED SCIENCES	2022
Improved prediction and characterization of blood-brain barrier penetrating peptides using estimated propensity scores of dipeptides	JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN	2022
A deep graph neural network architecture for modelling spatio-temporal dynamics in resting-state functional MRI data	MEDICAL IMAGE ANALYSIS	2022
Approximate Equivariance SO(3) Needlet Convolution	Proceedings of Machine Learning Research	2022
Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs	Advances in Neural Information Processing Systems	2022
Bayesian Link Prediction with Deep Graph Convolutional Gaussian Processes	Proceedings of Machine Learning Research	2022
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off	Advances in Neural Information Processing Systems	2022
Algorithmic Concept-Based Explainable Reasoning	Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022	2022
Guest Editorial: Non-Euclidean Machine Learning	IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE	2022
Robust android malware detection based on subgraph network and denoising GCN network	MobiSys 2022 - Proceedings of the 2022 20th Annual International Conference on Mobile Systems, Applications and Services	2022
Sheaf Neural Networks with Connection Laplacians	Proceedings of Machine Learning Research	2022
Graph Neural Networks with Adaptive Readouts	Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS 2022)	2022
Robust and Efficient Uncertainty Aware Biosignal Classification via Early Exit Ensembles	ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)	2022
Explainer Divergence Scores (EDS): Some Post-Hoc Explanations May be Effective for Detecting Unknown Spurious Correlations	CIKM-WS 2022 Proceedings of the CIKM 2022 Workshops	2022
Learning Graph Search Heuristics	Proceedings of Machine Learning Research	2022