Model Transparency: Why Do We Care?

Ioannis Papantonis; Vaishak Belle

Research.Publish.Connect.

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

If you're looking for an exact phrase use quotation marks on text fields.

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

If you're looking for an exact phrase use quotation marks on text fields.

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

If you're looking for an exact phrase use quotation marks on text fields.

Name:
Country:
Subject:

Advanced Search Affiliations Search

If you're looking for an exact phrase use quotation marks on text fields.

Proceedings

Proceedings Search

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

If you're looking for an exact phrase use quotation marks on text fields.

Papers

Papers Search

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

If you're looking for an exact phrase use quotation marks on text fields.

Authors

Authors Search

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

If you're looking for an exact phrase use quotation marks on text fields.

Advanced Search

Paper

Model Transparency: Why Do We Care?

Topics: Explainable Artificial Intelligence; Intelligence and Cybersecurity; Intelligent User Interfaces

In Proceedings of the 15th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART, 650-657, 2023 , Lisbon, Portugal

Authors: Ioannis Papantonis and Vaishak Belle

Affiliation: University of Edinburgh, U.K.

Keyword(s): Explainable AI.

Abstract: Artificial intelligence (AI) and especially machine learning (ML) has been increasingly incorporated into a wide range of critical applications, such as healthcare, justice, credit risk assessment, and loan approval. In this paper, we survey the motivations for caring about model transparency, especially as AI systems are becoming increasingly complex leviathans with many moving parts. We then briefly outline the challenges in providing computational solutions to transparency.

CC BY-NC-ND 4.0

Guest: Register as new SciTePress user now for free.

SciTePress user: please login.

My Papers

You are not signed in, therefore limits apply to your IP address 18.97.14.87

In the current month:

Recent papers: 100 available of 100 total

2⁺ years older papers: 200 available of 200 total

Paper citation in several formats:

Papantonis, I. and Belle, V. (2023). Model Transparency: Why Do We Care?. In Proceedings of the 15th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART; ISBN 978-989-758-623-1; ISSN 2184-433X, SciTePress, pages 650-657. DOI: 10.5220/0011726300003393

@conference{icaart23,
author={Ioannis Papantonis and Vaishak Belle},
title={Model Transparency: Why Do We Care?},
booktitle={Proceedings of the 15th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART},
year={2023},
pages={650-657},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011726300003393},
isbn={978-989-758-623-1},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 15th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART
TI - Model Transparency: Why Do We Care?
SN - 978-989-758-623-1
IS - 2184-433X
AU - Papantonis, I.
AU - Belle, V.
PY - 2023
SP - 650
EP - 657
DO - 10.5220/0011726300003393
PB - SciTePress