4 citations · 9 across the 7 of their papers we have counts for
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cs.LG2023
SWoTTeD: An Extension of Tensor Decomposition to Temporal Phenotyping
Hana Sebia, Thomas Guyet, Etienne Audureau
Tensor decomposition has recently been gaining attention in the machine learning community for the analysis of individual traces, such as Electronic Health Records (EHR). However,…
cs.LG2023
A survey on the semantics of sequential patterns with negation
Thomas Guyet
A sequential pattern with negation, or negative sequential pattern, takes the form of a sequential pattern for which the negation symbol may be used in front of some of the pattern…
cs.LG2023
Generating robust counterfactual explanations
Victor Guyomard, Françoise Fessant, Thomas Guyet +2
Counterfactual explanations have become a mainstay of the XAI field. This particularly intuitive statement allows the user to understand what small but necessary changes would have…