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Peyman Rasouli
ORCID
Publication Activity (10 Years)
Years Active: 2008-2024
Publications (10 Years): 7
Top Topics
Categorical Data
Black Boxes
Machine Learning
Top Venues
IJCNN
CoRR
ICDM (Workshops)
IDEAL (1)
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Publications
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Peyman Rasouli
,
Ingrid Chieh Yu
CARE: coherent actionable recourse based on sound counterfactual explanations.
Int. J. Data Sci. Anal.
17 (1) (2024)
Peyman Rasouli
,
Ingrid Chieh Yu
,
Ernesto Jiménez-Ruiz
Interpreting Categorical Data Classifiers using Explanation-based Locality.
ICDM (Workshops)
(2022)
Peyman Rasouli
,
Ingrid Chieh Yu
CARE: Coherent Actionable Recourse based on Sound Counterfactual Explanations.
CoRR
(2021)
Peyman Rasouli
,
Ingrid Chieh Yu
Analyzing and Improving the Robustness of Tabular Classifiers using Counterfactual Explanations.
ICMLA
(2021)
Peyman Rasouli
,
Ingrid Chieh Yu
Explainable Debugger for Black-box Machine Learning Models.
IJCNN
(2021)
Peyman Rasouli
,
Ingrid Chieh Yu
EXPLAN: Explaining Black-box Classifiers using Adaptive Neighborhood Generation.
IJCNN
(2020)
Peyman Rasouli
,
Ingrid Chieh Yu
Meaningful Data Sampling for a Faithful Local Explanation Method.
IDEAL (1)
(2019)
Peyman Rasouli
,
Azam Bastanfard
,
Alireza Rezvanian
,
Omid Jalilian
Fast Algorithms for Computer Generated Islamic Patterns of 8-ZOHREH and 8-SILI.
PCM
(2008)