13 citations · 15 across the 2 of their papers we have counts for
3 papers
Deep Unsupervised Domain Adaptation for Time Series Classification: a Benchmark
Hassan Ismail Fawaz, Ganesh Del Grosso, Tanguy Kerdoncuff +2
Unsupervised Domain Adaptation (UDA) aims to harness labeled source data to train models for unlabeled target data. Despite extensive research in domains like computer vision and n…
Bounding Information Leakage in Machine Learning
Ganesh Del Grosso, Georg Pichler, Catuscia Palamidessi +1
Recently, it has been shown that Machine Learning models can leak sensitive information about their training data. This information leakage is exposed through membership and attrib…
Privacy-Preserving Synthetic Smart Meters Data
Ganesh Del Grosso, Georg Pichler, Pablo Piantanida
Power consumption data is very useful as it allows to optimize power grids, detect anomalies and prevent failures, on top of being useful for diverse research purposes. However, th…