Sanguinetti, Guido

10 publications

NeurIPS 2023 Attacks on Online Learners: A Teacher-Student Analysis Riccardo Giuseppe Margiotta, Sebastian Goldt, Guido Sanguinetti

UAI 2023 Quantifying Lottery Tickets Under Label Noise: Accuracy, Calibration, and Complexity Viplove Arora, Daniele Irto, Sebastian Goldt, Guido Sanguinetti

NeurIPS 2020 Robustness of Bayesian Neural Networks to Gradient-Based Attacks Ginevra Carbone, Matthew Wicker, Luca Laurenti, Andrea Patane', Luca Bortolussi, Guido Sanguinetti

NeurIPS 2013 Approximate Inference in Latent Gaussian-Markov Models from Continuous Time Observations Botond Cseke, Manfred Opper, Guido Sanguinetti

JMLR 2012 A Case Study on Meta-Generalising: A Gaussian Processes Approach Grigorios Skolidis, Guido Sanguinetti

NeurIPS 2011 Inference in Continuous-Time Change-Point Models Florian Stimberg, Manfred Opper, Guido Sanguinetti, Andreas Ruttor

NeurIPS 2010 Approximate Inference in Continuous Time Gaussian-Jump Processes Manfred Opper, Andreas Ruttor, Guido Sanguinetti

NeurIPS 2007 Variational Inference for Markov Jump Processes Manfred Opper, Guido Sanguinetti

ECML-PKDD 2006 Missing Data in Kernel PCA Guido Sanguinetti, Neil D. Lawrence

NeurIPS 2006 Modelling Transcriptional Regulation Using Gaussian Processes Neil D. Lawrence, Guido Sanguinetti, Magnus Rattray