3 citations · 5 across the 2 of their papers we have counts for
2 papers
stat.ML2023★ 3 cited
Valid P-Value for Deep Learning-Driven Salient Region
Daiki Miwa, Vo Nguyen Le Duy, Ichiro Takeuchi
Various saliency map methods have been proposed to interpret and explain predictions of deep learning models. Saliency maps allow us to interpret which parts of the input signals h…
stat.ML2022★ 2 cited
Statistical Inference for the Dynamic Time Warping Distance, with Application to Abnormal Time-Series Detection
Vo Nguyen Le Duy, Ichiro Takeuchi
We study statistical inference on the similarity/distance between two time-series under uncertain environment by considering a statistical hypothesis test on the distance obtained…