Publications

2026

1. CB-SLICE: Concept-Based Interpretable Error Slice Discovery

   Yael Konforti, Mateo Espinosa Zarlenga, Elaf Almahmoud, and Mateja Jamnik

   In Proceedings of the 43rd International Conference on Machine Learning, 2026

   Paper Bib Code

   @inproceedings{konforti2026cbslice,
     title = {{CB-SLICE}: Concept-Based Interpretable Error Slice Discovery},
     author = {Konforti, Yael and Espinosa Zarlenga, Mateo and Almahmoud, Elaf and Jamnik, Mateja},
     booktitle = {Proceedings of the 43rd International Conference on Machine Learning},
     year = {2026},
   }

2022

1. SIGN: Statistical Inference Graphs Based on Probabilistic Network Activity Interpretation

   Yael Konforti, Alon Shpigler, Boaz Lerner, and Aharon Bar-Hillel

   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022

   Paper Bib Code

   @article{konforti2022sign,
     title = {{SIGN}: Statistical Inference Graphs Based on Probabilistic Network Activity Interpretation},
     author = {Konforti, Yael and Shpigler, Alon and Lerner, Boaz and Bar-Hillel, Aharon},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     year = {2022},
   }

2020

1. Inference Graphs for CNN Interpretation

   Yael Konforti, Alon Shpigler, Boaz Lerner, and Aharon Bar-Hillel

   In European Conference on Computer Vision (ECCV), 2020

   Paper Bib Code

   @inproceedings{konforti2020inference,
     title = {Inference Graphs for {CNN} Interpretation},
     author = {Konforti, Yael and Shpigler, Alon and Lerner, Boaz and Bar-Hillel, Aharon},
     booktitle = {European Conference on Computer Vision ({ECCV})},
     pages = {69--84},
     year = {2020},
     publisher = {Springer, Cham},
   }