Imperial College London


Faculty of EngineeringDepartment of Computing

Professor in Computational Logic



+44 (0)20 7594 8228f.toni Website




430Huxley BuildingSouth Kensington Campus






Zhang K, Toni F, Williams M, A federated cox model with non-proportional hazards, The 6th International Workshop on ​Health Intelligence, Springer, ISSN:1860-949X

Potyka N, Yin X, Toni F, Explaining Random Forests using Bipolar Argumentation and Markov Networks, Francesca Toni, ISSN:2159-5399

Jiang J, Leofante F, Rago A, et al., Formalising the Robustness of Counterfactual Explanations for Neural Networks, The 37th AAAI Conference on Artificial Intelligence

Albini E, Rago A, Baroni P, et al., Descriptive accuracy in explanations: the case of probabilistic classifiers, 15th International Conference on Scalable Uncertainty Management (SUM 2022)

Maurizio P, Toni F, 2022, Learning assumption-based argumentation frameworks, 31st International Conference on Inductive Logic Programming (ILP 2022)

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