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Nonnegative Matrix Factorisation for multimodal data analysis

Slim Essid
Dipartimento di Elettronica, Informazione e Bioingegeria (DEIB), Politecnico di Milano, Feb 2017, Milan, Italy
Conference papers hal-02288528v1

A tutorial on Nonnegative Matrix Factorisation with applications to audiovisual content analysis

Slim Essid , Alexey Ozerov
Tutorial at ICME 2014, Jul 2014, Chengdu, China
Conference papers hal-02287869v1
Image document

Joint quantile regression in vector-valued RKHSs

Maxime Sangnier , Olivier Fercoq , Florence d'Alché-Buc
Neural Information Processing Systems, Dec 2016, Barcelona, France
Conference papers hal-01272327v2
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Trade-offs in Large-Scale Distributed Tuplewise Estimation and Learning

Robin Vogel , Aurélien Bellet , Stéphan Clémençon , Ons Jelassi , Guillaume Papa et al.
ECML 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 analysis

Slim Essid , Sanjeel Parekh , Ngoc Q. K. Duong , Romain Serizel , Alexey Ozerov et al.
Tuomas 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

Semi-supervised learning using a graph-based phase field model for imbalanced data set classification

Aymen El Ghoul , Hichem Sahbi
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy
Conference papers hal-02412107v1

Modeling Label Dependencies in Kernel Learning for Image Annotation

Dinh-Phong Vo , Hichem Sahbi
International Conference on Image Processing, Oct 2014, Paris, France
Conference papers hal-02412112v1


Hichem Sahbi
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013, Vancouver, Canada
Conference papers hal-02411998v1

Nonlinear Cross-View Sample Enrichment for Action Recognition

Ling Wang , Hichem Sahbi
TASK-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 Optimization

Thanh Huy Nguyen , Umut Şimşekli , Gael Richard
International 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 Networks

Rodrigo Caye Daudt , Bertrand Le Saux , Alexandre Boulch , Yann Gousseau
IGARSS 2018, Jul 2018, Valencia, Spain
Conference papers hal-01899024v1
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Apprentissage de représentations pour l'analyse de scènes sonores

Victor Bisot
Apprentissage [cs.LG]. Télécom ParisTech, 2018. Français. ⟨NNT : 2018ENST0016⟩
Theses tel-03523676v1
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Contributions to non-convex stochastic optimization and reinforcement learning

Anas Barakat
Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT030⟩
Theses tel-03485159v1

Très brève introduction au Machine Learning

Slim Essid
Conference debat du Corps des Mines, Jan 2016, Paris, France
Conference papers hal-02287867v1

Introduction à la factorisation en matrices positives

Slim Essid
Journée Télécom-UPS "Le numérique pour tous", May 2015, Paris, France
Conference papers hal-02287868v1

Transductive Attributes For Ship Category Recognition

Quentin Oliveau , Hichem Sahbi
IEEE 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 music

Guillaume Doras , Philippe Esling , Geoffroy Peeters
MMRP 2019, Jan 2019, Milano, Italy
Conference papers hal-02457728v1

Assessment of new spectral features for eeg-based emotion recognition.

Anne-Claire Conneau , Slim Essid
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy
Conference papers hal-02287334v1

Guiding Audio Source Separation by Video Object Information

Sanjeel Parekh , Slim Essid , Alexey Ozerov , Quang-Khanh-Ngoc Duong , Patrick Perez et al.
IEEE 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)

Joelle Pineau , Philippe Vincent-Lamarre , Koustuv Sinha , Vincent Larivière , Alina Beygelzimer et al.
Journal of Machine Learning Research, 2021, 22
Journal articles hal-03341560v1

Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters

Luc Brogat-Motte , Rémi Flamary , Céline Brouard , Juho Rousu , Florence d'Alché-Buc et al.
ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States
Conference papers hal-03670855v1

Advances in Neural Information Processing Systems 32 (NeurIPS 2019)

Hanna M. Wallach , Hugo Larochelle , Alina Beygelzimer , Florence d'Alché-Buc , Emily B. Fox et al.
Proceedings hal-03888793v1
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Latent and Adversarial Data Augmentation for Sound Event Detection and Classification

David Perera , Slim Essid , Gaël Richard
International workshop on Detection and Classiffication of Acoustic Scenes and Events (DCASE), Nov 2022, Nancy, France
Conference papers hal-03782827v1

Using Temporal Association Rules For the synthesis of Embodied Conversational Agent With a specific stance.

Thomas Janssoone , Chloé Clavel , Kévin Bailly , Gael Richard
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 Detection

Asma Atamna , Chloé Clavel
INTERSPEECH 2020, Oct 2020, Shanghai, China
Conference papers hal-02910344v1

Tracking the gradients using the Hessian: A new look at variance reducing stochastic methods

Robert M. Gower , Nicolas Le Roux , Francis Bach
International Conference on Artificial Intelligence and Statistics (AISTATS), 2018, Canary Islands, Spain
Conference papers hal-01652152v1

Robust Segmentation of Corpus Callosum in Multi-Scanner Pediatric T1-w MRI using Transfer Learning

Giammarco La Barbera , Isabelle Bloch , Gonzalo Barraza , Catherine Adamsbaum , Pietro Gori et al.
Human Brain Mapping, 2019, Rome, Italy
Conference papers hal-02288082v1
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Enhancing HEVC Spatial Prediction by Context-based Learning

Li Wang , Attilio Fiandrotti , Andrei Purica , Giuseppe Valenzise , Marco Cagnazzo et al.
ICASSP 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

A Curriculum for Developing Serious Games for Children with Autism: A Success Story

Vedad Hulusic , Nirvana Pistoljevic
International Conference on Virtual Worlds and Games for Serious Applications (VS-GAMES), Sep 2017, Athens, Greece
Conference papers hal-02412268v1

Modeling Multimodal Behaviors from Speech Prosody

Yu Ding , Catherine Pelachaud , Thierry Artières
IVA 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