Stability of Multi-Task Kernel Regression Algorithms. - Julien Audiffren; Hachem Kadri (ACML, 2013)

Online Learning with Multiple Operator-valued Kernels. - Julien Audiffren; Hachem Kadri (CoRR, 2013)

Equivalence of Learning Algorithms. - Julien Audiffren; Hachem Kadri (CoRR, 2014)

Stationary Mixing Bandits. - Julien Audiffren; Liva Ralaivola (CoRR, 2014)

Online Learning with Operator-valued Kernels. - Julien Audiffren; Hachem Kadri (ESANN, 2015)

Maximum Entropy Semi-Supervised Inverse Reinforcement Learning. - Julien Audiffren; Michal Valko; Alessandro Lazaric; Mohammad Ghavamzadeh (IJCAI, 2015)

Cornering Stationary and Restless Mixing Bandits with Remix-UCB. - Julien Audiffren; Liva Ralaivola (NIPS, 2015)

Indistinguishable Bandits Dueling with Decoys on a Poset. - Julien Audiffren; Liva Ralaivola (CoRR, 2016)

Post Training in Deep Learning with Last Kernel. - Thomas Moreau 001; Julien Audiffren (CoRR, 2016)

Operator-valued Kernels for Learning from Functional Response Data. - Hachem Kadri; Emmanuel Duflos; Philippe Preux; Stéphane Canu; Alain Rakotomamonjy; Julien Audiffren (J. Mach. Learn. Res., 2016)

Preprocessing the Nintendo Wii Board Signal to Derive More Accurate Descriptors of Statokinesigrams. - Julien Audiffren; Emile Contal (Sensors, 2016)

m-Power regularized least squares regression. - Julien Audiffren; Hachem Kadri (IJCNN, 2017)

Bandits Dueling on Partially Ordered Sets. - Julien Audiffren; Liva Ralaivola (NIPS, 2017)

Model-Space Regularization and Fully Interpretable Algorithms for Postural Control Quantification. - Alice Nicolaï; Julien Audiffren (COMPSAC (2), 2018)

Estimating Center of Mass Trajectory in Quiet Standing: a Review. - Alice Nicolaï; Julien Audiffren (EMBC, 2019)

Fusing Vector Space Models for Domain-Specific Applications. - Laura Rettig; Julien Audiffren; Philippe Cudré-Mauroux (ICTAI, 2019)

APCNN: Tackling Class Imbalance in Relation Extraction through Aggregated Piecewise Convolutional Neural Networks. - Alisa Smirnova; Julien Audiffren; Philippe Cudré-Mauroux (SDS, 2019)

Multivariate Convolutional Sparse Coding with Low Rank Tensor. - Pierre Humbert; Julien Audiffren; Laurent Oudre; Nicolas Vayatis (CoRR, 2019)

Local Assessment of Statokinesigram Dynamics in Time: An in-Depth Look at the Scoring Algorithm. - Ioannis Bargiotas; Julien Audiffren; Nicolas Vayatis; Pierre-Paul Vidal; Alain P. Yelnik; Damien Ricard (Image Process. Line, 2019)

NurseNet: Monitoring Elderly Levels of Activity with a Piezoelectric Floor. - Ludovic Minvielle; Julien Audiffren (Sensors, 2019)

Distant Supervision from Knowledge Graphs. - Alisa Smirnova; Julien Audiffren; Philippe Cudré-Mauroux (Encyclopedia of Big Data Technologies, 2019)

Low Rank Activations for Tensor-Based Convolutional Sparse Coding. - Pierre Humbert; Julien Audiffren; Laurent Oudre; Nicolas Vayatis (ICASSP, 2020)

Tensor Convolutional Sparse Coding with Low-Rank activations, an application to EEG analysis. - Pierre Humbert; Laurent Oudre; Nicolas Vayatis; Julien Audiffren (CoRR, 2020)

Apprenticeship Learning for a Predictive State Representation of Anesthesia. - Pierre Humbert; Clément Dubost; Julien Audiffren; Laurent Oudre (IEEE Trans. Biomed. Eng., 2020)

Quantifying Human Perception with Multi-Armed Bandits. - Julien Audiffren (AAMAS, 2021)

Dichotomous Optimistic Search to Quantify Human Perception. - Julien Audiffren (ICML, 2021)

Wiki2Prop: A Multimodal Approach for Predicting Wikidata Properties from Wikipedia. - Michael Luggen; Julien Audiffren; Djellel Eddine Difallah; Philippe Cudré-Mauroux (WWW, 2021)

Model Based or Model Free? Comparing Adaptive Methods for Estimating Thresholds in Neuroscience. - Julien Audiffren; Jean-Pierre Bresciani (Neural Comput., 2022)

Tensor Convolutional Dictionary Learning With CP Low-Rank Activations. - Pierre Humbert; Laurent Oudre; Nicolas Vayatis; Julien Audiffren (IEEE Trans. Signal Process., 2022)

Cleaning Semi-Structured Errors in Open Data Using Large Language Models. - Manuel Mondal; Julien Audiffren; Ljiljana Dolamic; Gérôme Bovet; Philippe Cudré-Mauroux (SDS, 2024)

Follow the Path: Hierarchy-Aware Extreme Multi-Label Completion for Semantic Text Tagging. - Natalia Ostapuk; Julien Audiffren; Ljiljana Dolamic; Alain Mermoud; Philippe Cudré-Mauroux (WWW, 2024)

Extreme Multi-label Completion for Semantic Document Labelling with Taxonomy-Aware Parallel Learning. - Julien Audiffren; Christophe Broillet; Ljiljana Dolamic; Philippe Cudré-Mauroux (CoRR, 2024)