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pro vyhledávání: '"Kar, Satya Narayanan"'
Autor:
Reddy, Abbavaram Gowtham, Bachu, Saketh, Pathak, Harsharaj, Godfrey, Benin L, Balasubramanian, Vineeth N., V, Varshaneya, Kar, Satya Narayanan
Recently, there has been a growing interest in learning and explaining causal effects within Neural Network (NN) models. By virtue of NN architectures, previous approaches consider only direct and total causal effects assuming independence among inpu
Externí odkaz:
http://arxiv.org/abs/2303.13850
Autor:
Reddy, Abbaavaram Gowtham, Bachu, Saketh, Pathak, Harsharaj, Godfrey, Benin L, Balasubramanian, Vineeth N., V, Varshaneya, Kar, Satya Narayanan
There has been a growing interest in capturing and maintaining causal relationships in Neural Network (NN) models in recent years. We study causal approaches to estimate and maintain input-output attributions in NN models in this work. In particular,
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6b14cbe9b0c76ca39d3f90f7da063f99