2 citations · 4 across the 5 of their papers we have counts for
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cs.AI2021
On Guaranteed Optimal Robust Explanations for NLP Models
Emanuele La Malfa, Agnieszka Zbrzezny, Rhiannon Michelmore +2
We build on abduction-based explanations for ma-chine learning and develop a method for computing local explanations for neural network models in natural language processing (NLP).…
cs.AI2019
Neural Simplex Architecture
Dung T. Phan, Radu Grosu, Nils Jansen +3
We present the Neural Simplex Architecture (NSA), a new approach to runtime assurance that provides safety guarantees for neural controllers (obtained e.g. using reinforcement lear…