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Generalised Mutual Information for Discriminative Clustering


Oct 14, 2022
Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frederic Precioso

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* To be published in Neural Information Processing Systems 2022 

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Concept Embedding Models


Sep 19, 2022
Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frederic Precioso, Stefano Melacci, Adrian Weller, Pietro Lio, Mateja Jamnik

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* To appear at NeurIPS 2022 

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A Sea of Words: An In-Depth Analysis of Anchors for Text Data


May 27, 2022
Gianluigi Lopardo, Damien Garreau, Frederic Precioso

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* 10+2 page paper, 15-page appendix 

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SMACE: A New Method for the Interpretability of Composite Decision Systems


Nov 16, 2021
Gianluigi Lopardo, Damien Garreau, Frederic Precioso, Greger Ottosson

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* 7 pages, 3 figures 

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Knowledge-driven Active Learning


Oct 15, 2021
Gabriele Ciravegna, Frederic Precioso, Marco Gori

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* Submitted to the ICLR 2022 conference 

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Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-based Multimodal Fusion


Jun 07, 2021
Baptiste Pouthier, Laurent Pilati, Leela K. Gudupudi, Charles Bouveyron, Frederic Precioso

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* In INTERSPEECH 2021 

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Revisiting Deep Architectures for Head Motion Prediction in 360° Videos


Nov 26, 2019
Miguel Fabian Romero Rondon, Lucile Sassatelli, Ramon Aparicio Pardo, Frederic Precioso

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Adaptive Bayesian Linear Regression for Automated Machine Learning


Apr 18, 2019
Weilin Zhou, Frederic Precioso

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* Added references;Corrected typos.Revised argument,results unchanged 

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Adversarial Active Learning for Deep Networks: a Margin Based Approach


Feb 27, 2018
Melanie Ducoffe, Frederic Precioso

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