Peyman Rasouli

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 7

Top Topics

Categorical Data

Machine Learning

Top Venues

ICDM (Workshops)

Publications

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)