Giancarlo Fissore. Generative modeling : statistical physics of Restricted Boltzmann Machines, learning with missing information and scalable training of Linear Flows. Disordered Systems and Neural Networks [cond-mat.dis-nn]. Université Paris-Saclay, 2022. English. ⟨NNT : 2022UPASG028⟩. ⟨tel-03710286⟩
Luigi Gresele, Giancarlo Fissore, Adrián Javaloy, Bernhard Schölkopf, Aapo Hyvärinen. Relative gradient optimization of the Jacobian term in unsupervised deep learning. NeurIPS 2020 - 34h Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtuel, Canada. ⟨hal-02978662⟩
Boris Mansencal, Jenny Benois-Pineau, Hervé Bredin, Alexandre Benoit, Nicolas Voiron, et al.. IRIM at TRECVID 2016: Instance Search. TRECVid workshop 2016, National Institute of Standards and Technology (NIST), Nov 2016, Gaithersburg, Maryland, United States. ⟨hal-01416953⟩
Matthieu Labeau, Alexandre Allauzen. An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters. 15th Conference of the European Chapter of the Association for Computational Linguistics:, Apr 2017, Valencia, Spain. pp.15 - 20. ⟨hal-02912384⟩
Flora Jay, Simon S. Boitard, Frederic Austerlitz. Reconstructing past history from whole-genomes: an ABC approach handling recombining data.. European Mathematical Genetics Meeting, Apr 2017, Tartu, Estonia. ⟨hal-01679379⟩
Matthieu Labeau, Alexandre Allauzen. Représentations continues dérivées des caractères pour un modèle de langue neuronal à vocabulaire ouvert. TALN-RECITAL 2017, Jun 2017, Orléans, France. ⟨hal-02912472⟩
Rachel Bawden. Machine Translation of Speech-Like Texts: Strategies for the Inclusion of Context. 19es REncontres jeunes Chercheurs en Informatique pour le TAL (RECITAL 2017), Jun 2017, Orléans, France. pp.2497-2502. ⟨hal-01588152⟩
Nacim Belkhir, Johann Dreo, Pierre Savéant, Marc Schoenauer. Per instance algorithm configuration of CMA-ES with limited budget. GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference , Jul 2017, Berlin, Germany. pp. 681-688. ⟨hal-01613753⟩
Frederic Austerlitz, Carla Aimé, Flora Jay. Inference of past historical events using ABC and MCMC methods on population genomics data sets. Applications to human populations. ESEB 2017 - Congress of the European Society for Evolutionary Biology, Aug 2017, Groningen, Netherlands. ⟨hal-01789205⟩
Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Patrick Panciatici, Antoine Marot. Introducing machine learning for power system operation support. IREP Symposium, Aug 2017, Espinho, Portugal. ⟨hal-01581719v2⟩