Julien Audiffren

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 27

Top Topics

Vector Space Model

Dictionary Learning

Top Venues

Publications

Natalia Ostapuk, Julien Audiffren, Ljiljana Dolamic, Alain Mermoud, Philippe Cudré-Mauroux
Follow the Path: Hierarchy-Aware Extreme Multi-Label Completion for Semantic Text Tagging. WWW (2024)
Pierre Humbert, Laurent Oudre, Nicolas Vayatis, Julien Audiffren
Tensor Convolutional Dictionary Learning With CP Low-Rank Activations. IEEE Trans. Signal Process. 70 (2022)
Julien Audiffren, Jean-Pierre Bresciani
Model Based or Model Free? Comparing Adaptive Methods for Estimating Thresholds in Neuroscience. Neural Comput. 34 (2) (2022)
Julien Audiffren
Quantifying Human Perception with Multi-Armed Bandits. AAMAS (2021)
Michael Luggen, Julien Audiffren, Djellel Eddine Difallah, Philippe Cudré-Mauroux
Wiki2Prop: A Multimodal Approach for Predicting Wikidata Properties from Wikipedia. WWW (2021)
Julien Audiffren
Dichotomous Optimistic Search to Quantify Human Perception. ICML (2021)
Pierre Humbert, Clément Dubost, Julien Audiffren, Laurent Oudre
Apprenticeship Learning for a Predictive State Representation of Anesthesia. IEEE Trans. Biomed. Eng. 67 (7) (2020)
Pierre Humbert, Julien Audiffren, Laurent Oudre, Nicolas Vayatis
Low Rank Activations for Tensor-Based Convolutional Sparse Coding. ICASSP (2020)
Pierre Humbert, Laurent Oudre, Nicolas Vayatis, Julien Audiffren
Tensor Convolutional Sparse Coding with Low-Rank activations, an application to EEG analysis. CoRR (2020)
Alisa Smirnova, Julien Audiffren, Philippe Cudré-Mauroux
APCNN: Tackling Class Imbalance in Relation Extraction through Aggregated Piecewise Convolutional Neural Networks. SDS (2019)
Laura Rettig, Julien Audiffren, Philippe Cudré-Mauroux
Fusing Vector Space Models for Domain-Specific Applications. ICTAI (2019)
Ludovic Minvielle, Julien Audiffren
NurseNet: Monitoring Elderly Levels of Activity with a Piezoelectric Floor. Sensors 19 (18) (2019)
Pierre Humbert, Julien Audiffren, Laurent Oudre, Nicolas Vayatis
Multivariate Convolutional Sparse Coding with Low Rank Tensor. CoRR (2019)
Laura Rettig, Julien Audiffren, Philippe Cudré-Mauroux
Fusing Vector Space Models for Domain-Specific Applications. CoRR (2019)
Alice Nicolaï, Julien Audiffren
Estimating Center of Mass Trajectory in Quiet Standing: a Review. EMBC (2019)
Ioannis Bargiotas, Julien Audiffren, Nicolas Vayatis, Pierre-Paul Vidal, Alain P. Yelnik, Damien Ricard
Local Assessment of Statokinesigram Dynamics in Time: An in-Depth Look at the Scoring Algorithm. Image Process. Line 9 (2019)
Alice Nicolaï, Julien Audiffren
Model-Space Regularization and Fully Interpretable Algorithms for Postural Control Quantification. COMPSAC (2) (2018)
Julien Audiffren, Hachem Kadri
m-Power regularized least squares regression. IJCNN (2017)
Julien Audiffren, Liva Ralaivola
Bandits Dueling on Partially Ordered Sets. NIPS (2017)
Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu, Alain Rakotomamonjy, Julien Audiffren
Operator-valued Kernels for Learning from Functional Response Data. J. Mach. Learn. Res. 17 (2016)
Julien Audiffren, Emile Contal
Preprocessing the Nintendo Wii Board Signal to Derive More Accurate Descriptors of Statokinesigrams. Sensors 16 (8) (2016)
Julien Audiffren, Liva Ralaivola
Indistinguishable Bandits Dueling with Decoys on a Poset. CoRR (2016)
Thomas Moreau, Julien Audiffren
Post Training in Deep Learning with Last Kernel. CoRR (2016)
Julien Audiffren, Hachem Kadri
Online Learning with Operator-valued Kernels. ESANN (2015)
Julien Audiffren, Liva Ralaivola
Cornering Stationary and Restless Mixing Bandits with Remix-UCB. NIPS (2015)
Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu, Alain Rakotomamonjy, Julien Audiffren
Operator-valued Kernels for Learning from Functional Response Data. CoRR (2015)
Julien Audiffren, Michal Valko, Alessandro Lazaric, Mohammad Ghavamzadeh
Maximum Entropy Semi-Supervised Inverse Reinforcement Learning. IJCAI (2015)
Julien Audiffren, Hachem Kadri
Equivalence of Learning Algorithms. CoRR (2014)
Julien Audiffren, Liva Ralaivola
Stationary Mixing Bandits. CoRR (2014)
Julien Audiffren, Hachem Kadri
Stability of Multi-Task Kernel Regression Algorithms. ACML (2013)
Julien Audiffren, Hachem Kadri
Online Learning with Multiple Operator-valued Kernels. CoRR (2013)
Julien Audiffren, Hachem Kadri
M-Power Regularized Least Squares Regression. CoRR (2013)
Julien Audiffren, Hachem Kadri
Stability of Multi-Task Kernel Regression Algorithms. CoRR (2013)