Michele Donini - Publications, H-index & Citations

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Michele Donini

University of Padua

18H-index

69Paper Count

935Citation Count

Published Papers 7

Publication Date

Deep fair models for complex data: Graphs labeling and explainable face recognition

NEUROCOMPUTING

IF6.5

2022-01-01

OAAI

Franco, Danilo; Navarin, Nicolo; Donini, Michele; Anguita, Davide; Oneto, Luca

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Randomized learning and generalization of fair and private classifiers: From PAC-Bayes to stability and differential privacy

NEUROCOMPUTING

IF6.5

2020-11-01

OAAI

Oneto, Luca; Donini, Michele; Pontil, Massimiliano; Shawe-Taylor, John

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Learning With Kernels: A Local Rademacher Complexity-Based Analysis With Application to Graph Kernels

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2018-10-01

PREAI

Oneto, Luca; Navarin, Nicolo; Donini, Michele; Ridella, Sandro; Sperduti, Alessandro; Aiolli, Fabio; Anguita, Davide

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Measuring the expressivity of graph kernels through Statistical Learning Theory

NEUROCOMPUTING

IF6.5

2017-12-01

PREAI

Oneto, Luca; Navarin, Nicolo; Donini, Michele; Sperduti, Alessandro; Aiolli, Fabio; Anguita, Davide

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Learning deep kernels in the space of dot product polynomials

MACHINE LEARNING

IF2.9

2016-11-07

OAAI

Donini, Michele; Aiolli, Fabio

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Stairstep recognition and counting in a serious Game for increasing users' physical activity

PERSONAL AND UBIQUITOUS COMPUTING

IF0

2016-09-22

PREAI

Ciman, Matteo; Donini, Michele; Gaggi, Ombretta; Aiolli, Fabio

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EasyMKL: a scalable multiple kernel learning algorithm

NEUROCOMPUTING

IF6.5

2015-12-01

142

PREAI

Aiolli, Fabio; Donini, Michele

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Research Directions