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On Guaranteed Optimal Robust Explanations for NLP Models


May 14, 2021
Emanuele La Malfa, Agnieszka Zbrzezny, Rhiannon Michelmore, Nicola Paoletti, Marta Kwiatkowska

* IJCAI 2021 
* 13 pages (8+5 Appendix). Accepted as long-paper at IJCAI 2021 

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Uncertainty Quantification with Statistical Guarantees in End-to-End Autonomous Driving Control


Sep 21, 2019
Rhiannon Michelmore, Matthew Wicker, Luca Laurenti, Luca Cardelli, Yarin Gal, Marta Kwiatkowska

* 7 pages, 3 figures, submitted to ICRA 2020 

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Evaluating Uncertainty Quantification in End-to-End Autonomous Driving Control


Nov 16, 2018
Rhiannon Michelmore, Marta Kwiatkowska, Yarin Gal

* 7 pages, 6 figures 

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