Classification Parity, Causal Equal Protection and Algorithmic Fairness

Marcello Di Bello; Nicolò Cangiotti; Michele Loi

Classification Parity, Causal Equal Protection and Algorithmic Fairness

Marcello Di Bello, Nicolò Cangiotti, Michele Loi

History, Philosophy and Religious Studies, School of (SHPRS)

Research output: Contribution to journal › Conference article › peer-review

Original language	English (US)
Journal	CEUR Workshop Proceedings
Volume	3442
State	Published - 2023
Event	2nd European Workshop on Algorithmic Fairness, EWAF 2023 - Winterthur, Switzerland Duration: Jun 7 2023 → Jun 9 2023

Keywords

Algorithmic Fairness
Classification parity
Counterfactual Fairness
Diagnostic Evidence
Equal protection
Statistical Profile

ASJC Scopus subject areas

General Computer Science

Cite this

@article{823be9002bb744d89bde7a99048c9569,

title = "Classification Parity, Causal Equal Protection and Algorithmic Fairness",

keywords = "Algorithmic Fairness, Classification parity, Counterfactual Fairness, Diagnostic Evidence, Equal protection, Statistical Profile",

author = "{Di Bello}, Marcello and Nicol{\`o} Cangiotti and Michele Loi",

year = "2023",

language = "English (US)",

volume = "3442",

journal = "CEUR Workshop Proceedings",

issn = "1613-0073",

publisher = "CEUR-WS",

note = "2nd European Workshop on Algorithmic Fairness, EWAF 2023 ; Conference date: 07-06-2023 Through 09-06-2023",

}

TY - JOUR

T1 - Classification Parity, Causal Equal Protection and Algorithmic Fairness

AU - Di Bello, Marcello

AU - Cangiotti, Nicolò

AU - Loi, Michele

PY - 2023

Y1 - 2023

KW - Algorithmic Fairness

KW - Classification parity

KW - Counterfactual Fairness

KW - Diagnostic Evidence

KW - Equal protection

KW - Statistical Profile

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M3 - Conference article

AN - SCOPUS:85168347911

SN - 1613-0073

VL - 3442

JO - CEUR Workshop Proceedings

JF - CEUR Workshop Proceedings

T2 - 2nd European Workshop on Algorithmic Fairness, EWAF 2023

Y2 - 7 June 2023 through 9 June 2023

ER -

Classification Parity, Causal Equal Protection and Algorithmic Fairness

Keywords

ASJC Scopus subject areas

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Cite this