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Nonnegative Matrix Factorisation for multimodal data analysisDipartimento di Elettronica, Informazione e Bioingegeria (DEIB), Politecnico di Milano, Feb 2017, Milan, Italy
Conference papers
hal-02288528v1
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A tutorial on Nonnegative Matrix Factorisation with applications to audiovisual content analysisTutorial at ICME 2014, Jul 2014, Chengdu, China
Conference papers
hal-02287869v1
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Joint quantile regression in vector-valued RKHSsNeural Information Processing Systems, Dec 2016, Barcelona, France
Conference papers
hal-01272327v2
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Trade-offs in Large-Scale Distributed Tuplewise Estimation and LearningECML PKDD 2019 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2019, Würzburg, Germany
Conference papers
hal-02166428v1
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Multiview approaches to event detection and scene analysisTuomas Virtanen; Mark D. Plumbley; Dan Ellis. Computational Analysis of Sound Scenes and Events, Springer, pp.243-276, 2017, 978-3319634494. ⟨10.1007/978-3-319-63450-0_9⟩
Book sections
hal-01620341v1
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Semi-supervised learning using a graph-based phase field model for imbalanced data set classificationInternational Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy
Conference papers
hal-02412107v1
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Modeling Label Dependencies in Kernel Learning for Image AnnotationInternational Conference on Image Processing, Oct 2014, Paris, France
Conference papers
hal-02412112v1
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RELEVANCE FEEDBACK FOR SATELLITE IMAGE CHANGE DETECTIONInternational Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013, Vancouver, Canada
Conference papers
hal-02411998v1
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Nonlinear Cross-View Sample Enrichment for Action RecognitionTASK-CV'2014 workshop, European Conference on Computer Vision (ECCV), Sep 2014, Zürich, Switzerland
Conference papers
hal-02412129v1
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Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex OptimizationInternational Conference on Machine Learning (ICML), Jun 2019, Long Beach, United States
Conference papers
hal-02346147v1
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Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural NetworksIGARSS 2018, Jul 2018, Valencia, Spain
Conference papers
hal-01899024v1
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Apprentissage de représentations pour l'analyse de scènes sonoresApprentissage [cs.LG]. Télécom ParisTech, 2018. Français. ⟨NNT : 2018ENST0016⟩
Theses
tel-03523676v1
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Contributions to non-convex stochastic optimization and reinforcement learningMachine Learning [stat.ML]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT030⟩
Theses
tel-03485159v1
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Très brève introduction au Machine LearningConference debat du Corps des Mines, Jan 2016, Paris, France
Conference papers
hal-02287867v1
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Introduction à la factorisation en matrices positivesJournée Télécom-UPS "Le numérique pour tous", May 2015, Paris, France
Conference papers
hal-02287868v1
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Transductive Attributes For Ship Category RecognitionIEEE International Geoscience And Remote Sensing Symposium, Sep 2017, Fort Worth, United States
Conference papers
hal-02287695v1
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On the use of U-Net for dominant melody estimation in polyphonic musicMMRP 2019, Jan 2019, Milano, Italy
Conference papers
hal-02457728v1
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Assessment of new spectral features for eeg-based emotion recognition.International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy
Conference papers
hal-02287334v1
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Guiding Audio Source Separation by Video Object InformationIEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2017, New Paltz, New York, United States
Conference papers
hal-02287698v1
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Improving Reproducibility in Machine Learning Research (A Report from the NeurIPS 2019 Reproducibility Program)Journal of Machine Learning Research, 2021, 22
Journal articles
hal-03341560v1
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Learning to Predict Graphs with Fused Gromov-Wasserstein BarycentersICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States
Conference papers
hal-03670855v1
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Advances in Neural Information Processing Systems 32 (NeurIPS 2019)2020
Proceedings
hal-03888793v1
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Latent and Adversarial Data Augmentation for Sound Event Detection and ClassificationInternational workshop on Detection and Classiffication of Acoustic Scenes and Events (DCASE), Nov 2022, Nancy, France
Conference papers
hal-03782827v1
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Using Temporal Association Rules For the synthesis of Embodied Conversational Agent With a specific stance.International Conference on Intelligent Virtual Agents, Sep 2016, Los Angeles, United States
Conference papers
hal-02287401v1
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HRI-RNN: A User-Robot Dynamics-Oriented RNN for Engagement Decrease DetectionINTERSPEECH 2020, Oct 2020, Shanghai, China
Conference papers
hal-02910344v1
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Tracking the gradients using the Hessian: A new look at variance reducing stochastic methodsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2018, Canary Islands, Spain
Conference papers
hal-01652152v1
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Robust Segmentation of Corpus Callosum in Multi-Scanner Pediatric T1-w MRI using Transfer LearningHuman Brain Mapping, 2019, Rome, Italy
Conference papers
hal-02288082v1
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Enhancing HEVC Spatial Prediction by Context-based LearningICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.4035-4039, ⟨10.1109/icassp.2019.8683624⟩
Conference papers
hal-02243361v1
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A Curriculum for Developing Serious Games for Children with Autism: A Success StoryInternational Conference on Virtual Worlds and Games for Serious Applications (VS-GAMES), Sep 2017, Athens, Greece
Conference papers
hal-02412268v1
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Modeling Multimodal Behaviors from Speech ProsodyIVA 2013 - 13th International Conference on Intelligent Virtual Agents, Aug 2013, Edinburgh, United Kingdom. pp.217-228, ⟨10.1007/978-3-642-40415-3_19⟩
Conference papers
istex
hal-02412034v1
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