Peyman Rasouli

According to our database, Peyman Rasouli authored at least 7 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CARE: coherent actionable recourse based on sound counterfactual explanations.

Peyman Rasouli, Ingrid Chieh Yu

Int. J. Data Sci. Anal., January, 2024

2022

Interpreting Categorical Data Classifiers using Explanation-based Locality.

Peyman Rasouli, Ingrid Chieh Yu, Ernesto Jiménez-Ruiz

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2021

Explainable Debugger for Black-box Machine Learning Models.

Peyman Rasouli, Ingrid Chieh Yu

Proceedings of the International Joint Conference on Neural Networks, 2021

Analyzing and Improving the Robustness of Tabular Classifiers using Counterfactual Explanations.

Peyman Rasouli, Ingrid Chieh Yu

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020

EXPLAN: Explaining Black-box Classifiers using Adaptive Neighborhood Generation.

Peyman Rasouli, Ingrid Chieh Yu

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Meaningful Data Sampling for a Faithful Local Explanation Method.

Peyman Rasouli, Ingrid Chieh Yu

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

2008

Fast Algorithms for Computer Generated Islamic Patterns of 8-ZOHREH and 8-SILI.

Peyman Rasouli, Azam Bastanfard, Alireza Rezvanian, Omid Jalilian

Proceedings of the Advances in Multimedia Information Processing, 2008