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ORCIDShahaf Bassan
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2020 – today
- 2024
[c6]Haoze Wu, Omri Isac, Aleksandar Zeljic, Teruhiro Tagomori, Matthew L. Daggitt
, Wen Kokke, Idan Refaeli, Guy Amir, Kyle Julian, Shahaf Bassan, Pei Huang, Ori Lahav, Min Wu, Min Zhang, Ekaterina Komendantskaya, Guy Katz, Clark W. Barrett:
Marabou 2.0: A Versatile Formal Analyzer of Neural Networks. CAV (2) 2024: 249-264- [c5]Guy Amir, Shahaf Bassan, Guy Katz:
Hard to Explain: On the Computational Hardness of In-Distribution Model Interpretation. ECAI 2024: 818-825 - [c4]Shahaf Bassan, Guy Amir, Guy Katz:
Local vs. Global Interpretability: A Computational Complexity Perspective. ICML 2024 - [i6]Haoze Wu, Omri Isac, Aleksandar Zeljic, Teruhiro Tagomori, Matthew L. Daggitt, Wen Kokke, Idan Refaeli, Guy Amir, Kyle Julian, Shahaf Bassan, Pei Huang, Ori Lahav, Min Wu, Min Zhang, Ekaterina Komendantskaya, Guy Katz, Clark W. Barrett:
Marabou 2.0: A Versatile Formal Analyzer of Neural Networks. CoRR abs/2401.14461 (2024) - [i5]Shahaf Bassan, Guy Amir, Guy Katz:
Local vs. Global Interpretability: A Computational Complexity Perspective. CoRR abs/2406.02981 (2024) - [i4]Guy Amir, Shahaf Bassan, Guy Katz:
Hard to Explain: On the Computational Hardness of In-Distribution Model Interpretation. CoRR abs/2408.03915 (2024) - 2023
- [c3]Shahaf Bassan, Guy Amir, Davide Corsi, Idan Refaeli, Guy Katz:
Formally Explaining Neural Networks within Reactive Systems. FMCAD 2023: 1-13 - [c2]Shahaf Bassan, Guy Katz:
Towards Formal XAI: Formally Approximate Minimal Explanations of Neural Networks. TACAS (1) 2023: 187-207 - [i3]Shahaf Bassan, Guy Amir, Davide Corsi, Idan Refaeli, Guy Katz:
Formally Explaining Neural Networks within Reactive Systems. CoRR abs/2308.00143 (2023) - 2022
- [c1]Shahaf Bassan, Yossi Adi, Jeffrey S. Rosenschein:
Unsupervised Symbolic Music Segmentation using Ensemble Temporal Prediction Errors. INTERSPEECH 2022: 2423-2427 - [i2]Shahaf Bassan, Yossi Adi, Jeffrey S. Rosenschein:
Unsupervised Symbolic Music Segmentation using Ensemble Temporal Prediction Errors. CoRR abs/2207.00760 (2022) - [i1]Shahaf Bassan, Guy Katz:
Towards Formal Approximated Minimal Explanations of Neural Networks. CoRR abs/2210.13915 (2022)
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