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Eoin M. Kenny
Researcher, JPMC, J.P. Morgan Chase
Joined
August 2020
Names
Eoin M. Kenny
(Preferred)
,
Eoin Kenny
Emails
****@ucdconnect.ie
(Confirmed)
,
****@insight-centre.org
(Confirmed)
,
****@mit.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
ORCID
ACL Anthology
Career & Education History
Researcher
JPMC,
J.P. Morgan Chase
(jpmorgan.com)
2024
–
Present
Postdoc
Postdoc,
Massachusetts Institute of Technology
(mit.edu)
2022
–
2023
Advisors, Relations & Conflicts
PhD Advisor
Mark T. Keane
Present
Postdoc Advisor
Julie Shah
Present
Expertise
Explainable AI
Present
Deep Learning
Present
Case-based Reasoning
Present
Smart Agriculture
Present
Trustworthy AI
Present
Publications
The Utility of “Even if” Semi-Factual Explanation to Optimize Positive Outcomes
Eoin M. Kenny
,
Weipeng Huang
29 Sept 2023
OpenReview Archive Direct Upload
Readers:
Everyone
On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep Learning
Eoin M. Kenny
,
Mark T. Keane
27 Mar 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Explaining black-box classifiers using post-hoc explanations-by-example: The effect of explanations and error-rates in XAI user studies
Eoin M. Kenny
,
Mark T. Keane
,
Courtney Ford
27 Mar 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Towards Interpretable Deep Reinforcement Learning with Human-Friendly Prototypes
Eoin M. Kenny
,
Mycal Tucker
,
Julie Shah
Published: 01 Feb 2023, Last Modified: 28 Feb 2023
ICLR 2023 notable top 25%
Readers:
Everyone
Advancing Nearest Neighbor Explanation-by-Example with Critical Classification Regions
Eoin M. Kenny
,
Eoin D. Delaney
,
Mark T. Keane
Published: 28 Jan 2022, Last Modified: 13 Feb 2023
ICLR 2022 Submitted
Readers:
Everyone
Co-Authors
Courtney Ford
Eoin D. Delaney
Julie Shah
Mark T. Keane
Mycal Tucker
Weipeng Huang