Explaining black-box models using interpretable surrogates

Kuttichira, DP; Gupta, Sunil; Li, C; Rana, Santu; Venkatesh, Svetha

Explaining black-box models using interpretable surrogates

conference contribution

posted on 2024-06-06, 01:32 authored by DP Kuttichira, Sunil GuptaSunil Gupta, C Li, Santu RanaSantu Rana, Svetha VenkateshSvetha Venkatesh

Explaining black-box models using interpretable surrogates

History

Volume

11670

Pagination

3-15

Location

Cuvu, Fiji

Open access

Yes

Start date

2019-08-26

End date

2019-08-30

ISSN

0302-9743

eISSN

1611-3349

ISBN-13

9783030299071

Language

eng

Author URL

http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000558143100001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=a045e4b2bb1f2b747c68c720ec8913b7

Publication classification

E1 Full written paper - refereed

Editor/Contributor(s)

Nayak AC, Sharma A

Title of proceedings

PRICAI 2019: Trends in Artificial Intelligence 16th Pacific Rim International Conference on Artificial Intelligence, Cuvu, Yanuca Island, Fiji, August 26-30, 2019, Proceedings,

Event

Pacific Rim International Conference of Artificial Intelligence (2019 : Cuvu, Fiji)

Publisher

Springer

Place of publication

Berlin, Germany

Series

Lecture Notes in Artificial Intelligence; v.11670

Usage metrics

Keywords

Bayesian optimisation Computer Science Computer Science, Artificial Intelligence Computer Science, Theory & Methods Explainability Gaussian process Science & Technology Technology FL170100006 4602 Artificial intelligence 4605 Data management and data science

Explaining black-box models using interpretable surrogates

History

Volume

Pagination

Location

Open access

Start date

End date

ISSN

eISSN

ISBN-13

Language

Author URL

Publication classification

Editor/Contributor(s)

Title of proceedings

Event

Publisher

Place of publication

Series

Usage metrics

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Keywords

Licence

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