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Counterfactual Explanation for Multivariate Times Series Using A Contrastive Variational Autoencoder.
William Todo
Merwann Selmani
Béatrice Laurent
Jean-Michel Loubes
Published in:
ICASSP (2023)
Keyphrases
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image segmentation
causal reasoning
regression model
causal explanation
computer vision
model selection
explanation based learning
multivariate data
machine learning
orders of magnitude
first order logic
statistical tests
multivariate time series
optical flow computation
framework for image segmentation