Items where Author is "Benavoli, Alessio"

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Number of items: 20.

Corani, Giorgio and Benavoli, Alessio and Demšar, Janez and Mangili, Francesca and Zaffalon, Marco (2017) Statistical comparison of classifiers through Bayesian hierarchical modelling. Machine Learning.

Benavoli, Alessio and Corani, Giorgio and Demšar, Janez and Zaffalon, Marco (2017) Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis. Journal of Machine Learning Research, 18 (77). pp. 1-36.

Piga, Dario and Benavoli, Alessio (2017) A Unified Framework for Deterministic and Probabilistic D-Stability Analysis of Uncertain Polynomial Matrices. IEEE Transactions on Automatic Control. ISSN 0018-9286 (In Press)

Benavoli, Alessio and Facchini, Alessandro and Zaffalon, Marco (2016) Quantum mechanics: The Bayesian theory generalized to the space of Hermitian matrices. Physical Review A, 95 (042106).

Corani, Giorgio and Benavoli, Alessio and Demšar, Janez and Mangili, Francesca and Zaffalon, Marco (2016) Statistical comparison of classifiers through Bayesian hierarchical modelling. Technical Report UNSPECIFIED

Benavoli, Alessio and Facchini, Alessandro and Zaffalon, Marco (2016) Quantum rational preferences and desirability. In: JMLR Workshop and Conference Proceedings 58 NIPS 2016 Workshop on Imperfect Decision Makers, 09.12.2016, Barcelona, Spain. (In Press)

Benavoli, Alessio and Corani, Giorgio and Mangili, Francesca (2016) Should we really use post-hoc tests based on mean-ranks? Journal of Machine Learning Research, 17 (5). pp. 1-10.

Corani, Giorgio and Benavoli, Alessio (2015) Bayesian comparison of two cross-validated algorithms on multiple data sets. Technical Report UNSPECIFIED

Corani, Giorgio and Benavoli, Alessio (2015) A Bayesian approach for comparing cross-validated algorithms on multiple data sets. Machine Learning, 100 (2). pp. 285-304.

Corani, Giorgio and Benavoli, Alessio and Mangili, Francesca and Zaffalon, Marco (2015) Bayesian hypothesis testing in machine learning. In: Proc. ECML PKDD 2015 (European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases) European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015, 07.09.2015-11.09.2015, Porto, Portugal.

Benavoli, Alessio and Corani, Giorgio and Mangili, Francesca and Zaffalon, Marco (2015) A Bayesian nonparametric procedure for comparing algorithms. In: Proceedings of the 32th International Conference on Machine Learning (ICML 2015) 32th International Conference on Machine Learning (ICML 2015), 06.07.2015-11.07.2015, Lille, France.

Benavoli, Alessio (2013) Imprecise Hierarchical Dirichlet model with applications. In: Information Fusion (FUSION), 2013 Proc. of the 16th International Conference on .

Mangili, Francesca and Benavoli, Alessio (2013) New Prior Near-ignorance Models on the Simplex. In: Proc. ISIPTA'13 - 8th Int. Symposium on imprecise Probability: Theories and Applications.

Benavoli, Alessio and Papi, Francesco (2013) Set-membership PHD filter. In: Information Fusion (FUSION), 2013 Proc. of the 16th International Conference on .

Benavoli, Alessio (2013) The Generalized Moment-Based Filter. IEEE Transactions on Automatic Control, 58 (10). pp. 2642-2647. ISSN 0018-9286

Benavoli, Alessio (2013) The generalised moment based filter. Technical Report UNSPECIFIED

Benavoli, Alessio and Zaffalon, Marco (2013) Density-ratio robustness in dynamic state estimation. Mechanical Systems and Signal Processing, 37 (1–2). 54 - 75. ISSN 0888-3270

Mauá, Denis Deratani and De Campos, Cassio Polpo and Benavoli, Alessio and Antonucci, Alessandro (2013) On the Complexity of Strong and Epistemic Credal Networks. In: 29th Conference on Uncertainty in Artificial Intelligence (UAI).

Corani, Giorgio and Benavoli, Alessio (2010) Restricting the IDM for classification. In: Information Processing and Management of Uncertainty in Knowledge-based Systems. Theory and Methods. Communications in Computer and Information Science, 80 . Springer, Berlin / Heidelberg, pp. 328-337. ISBN 978-3-642-14054-9

Benavoli, Alessio and Zaffalon, Marco and Miranda, Enrique (2009) Robust filtering through coherent lower previsions. Technical Report UNSPECIFIED

This list was generated on Tue Dec 1 15:58:20 2020 CET.