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Titolo Data di pubblicazione Autori Rivista Serie Titolo libro
Boolean kernels for interpretable kernel machines 2018 Mirko PolatoFabio Aiolli - - Preceedings of the 26th European Symposium on Artificial Neural Networks (ESANN)
Advances in artificial neural networks, machine learning and computational intelligence 2018 Aiolli, Fabio + NEUROCOMPUTING - -
Learning preferences for large scale multi-label problems 2018 Lauriola, IvanoPolato, MirkoAiolli, Fabio + LECTURE NOTES IN ARTIFICIAL INTELLIGENCE - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
The minimum effort maximum output principle applied to Multiple Kernel Learning 2018 Ivano LauriolaMirko PolatoFabio Aiolli - - Preceedings of the 26th European Symposium on Artificial Neural Networks (ESANN)
Scuba: scalable kernel-based gene prioritization 2018 ZAMPIERI, GUIDOTRAN, VAN DINHMichele DoniniNicolò NavarinFabio AiolliAlessandro SperdutiGiorgio Valle BMC BIOINFORMATICS - -
Exploiting sparsity to build efficient kernel based collaborative filtering for top-N item recommendation 2017 POLATO, MIRKOAIOLLI, FABIO NEUROCOMPUTING - -
Learning With Kernels: A Local Rademacher Complexity-Based Analysis With Application to Graph Kernels 2017 Navarin, NicoloDonini, MicheleSperduti, AlessandroAiolli, Fabio + IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS - -
Measuring the expressivity of graph kernels through Statistical Learning Theory 2017 NAVARIN, NICOLO'DONINI, MICHELESPERDUTI, ALESSANDROAIOLLI, FABIO + NEUROCOMPUTING - -
Advances in artificial neural networks, machine learning and computational intelligence 2017 AIOLLI, FABIO + NEUROCOMPUTING - -
Radius-margin ratio optimization for dot-product boolean kernel learning 2017 Lauriola, IvanoPolato, MirkoAiolli, Fabio LECTURE NOTES IN COMPUTER SCIENCE - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Fast Hyperparameter Selection for Graph Kernels via Subsampling and Multiple Kernel Learning 2017 Michele DoniniNicolo NavarinIvano LauriolaFabio Aiolli + - - ESANN 2017 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning.
Learning deep kernels in the space of dot product polynomials 2017 DONINI, MICHELEAIOLLI, FABIO MACHINE LEARNING - -
Disjunctive Boolean Kernel based Collaborative Filtering for top-N item recommendation 2017 Polato, MirkoAiolli, Fabio CEUR WORKSHOP PROCEEDINGS - CEUR Workshop Proceedings
Classification of categorical data in the feature space of monotone DNFs 2017 Polato, MirkoLAURIOLA, IVANOAiolli, Fabio LECTURE NOTES IN COMPUTER SCIENCE - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Measuring the Expressivity of Graph Kernels through the Rademacher Complexity 2016 NAVARIN, NICOLO'DONINI, MICHELESPERDUTI, ALESSANDROAIOLLI, FABIO + - - 24th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Stairstep recognition and counting in a serious Game for increasing users’ physical activity 2016 CIMAN, MATTEODONINI, MICHELEGAGGI, OMBRETTAAIOLLI, FABIO PERSONAL AND UBIQUITOUS COMPUTING - -
Kernel based collaborative filtering for very large scale top-N item recommendation 2016 POLATO, MIRKOAIOLLI, FABIO - - ESANN 2016 - 24th European Symposium on Artificial Neural Networks
Special issue: Advances in artificial neural networks, machine learning and computational intelligenceSelected papers from the 23rd European Symposium on Artificial Neural Networks (ESANN 2015) 2016 AIOLLI, FABIO + NEUROCOMPUTING - -
A preliminary study on a recommender system for the job recommendation challenge 2016 POLATO, MIRKOAIOLLI, FABIO - - RecSys Challenge '16 Proceedings of the Recommender Systems Challenge
Advances in learning with kernels: Theory and practice in a world of growing constraints 2016 NAVARIN, NICOLO'DONINI, MICHELEAIOLLI, FABIO + - - ESANN 2016 - 24th European Symposium on Artificial Neural Networks
Mostrati risultati da 41 a 60 di 104
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