Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review.

Saved in:
Bibliographic Details
Title: Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review.
Authors: Verma, Sahil1 (AUTHOR) vsahil@cs.washington.edu, Boonsanong, Varich1 (AUTHOR) varicb@cs.washington.edu, Hoang, Minh1 (AUTHOR) minh257@cs.washington.edu, Hines, Keegan2 (AUTHOR) keegan.hines@gmail.com, Dickerson, John2 (AUTHOR) john@arthur.ai, Shah, Chirag3 (AUTHOR) chirags@uw.edu
Source: ACM Computing Surveys. Dec2024, Vol. 56 Issue 12, p1-42. 42p.
Database: Business Source Ultimate
FullText Links:
  – Type: pdflink
Text:
  Availability: 0
Header DbId: bsu
DbLabel: Business Source Ultimate
An: 180171489
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Verma%2C+Sahil%22">Verma, Sahil</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> vsahil@cs.washington.edu</i><br /><searchLink fieldCode="AR" term="%22Boonsanong%2C+Varich%22">Boonsanong, Varich</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> varicb@cs.washington.edu</i><br /><searchLink fieldCode="AR" term="%22Hoang%2C+Minh%22">Hoang, Minh</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> minh257@cs.washington.edu</i><br /><searchLink fieldCode="AR" term="%22Hines%2C+Keegan%22">Hines, Keegan</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> keegan.hines@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Dickerson%2C+John%22">Dickerson, John</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> john@arthur.ai</i><br /><searchLink fieldCode="AR" term="%22Shah%2C+Chirag%22">Shah, Chirag</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> chirags@uw.edu</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22ACM+Computing+Surveys%22">ACM Computing Surveys</searchLink>. Dec2024, Vol. 56 Issue 12, p1-42. 42p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=bsu&AN=180171489
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1145/3677119
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 42
        StartPage: 1
    Titles:
      – TitleFull: Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Verma, Sahil
      – PersonEntity:
          Name:
            NameFull: Boonsanong, Varich
      – PersonEntity:
          Name:
            NameFull: Hoang, Minh
      – PersonEntity:
          Name:
            NameFull: Hines, Keegan
      – PersonEntity:
          Name:
            NameFull: Dickerson, John
      – PersonEntity:
          Name:
            NameFull: Shah, Chirag
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 12
              Text: Dec2024
              Type: published
              Y: 2024
          Identifiers:
            – Type: issn-print
              Value: 03600300
          Numbering:
            – Type: volume
              Value: 56
            – Type: issue
              Value: 12
          Titles:
            – TitleFull: ACM Computing Surveys
              Type: main
ResultId 1