Benjamin Girault

According to our database, Benjamin Girault authored at least 26 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Approximation Error of Sobolev Regular Functions with Tanh Neural Networks: Theoretical Impact on PINNs.

Benjamin Girault, Rémi Emonet, Amaury Habrard, Jordan Patracone, Marc Sebban

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2023

Two Channel Filter Banks on Arbitrary Graphs With Positive Semi Definite Variation Operators.

Eduardo Pavez, Benjamin Girault, Antonio Ortega, Philip A. Chou

IEEE Trans. Signal Process., 2023

Joint Graph and Vertex Importance Learning.

Benjamin Girault, Eduardo Pavez, Antonio Ortega

Proceedings of the 31st European Signal Processing Conference, 2023

2021

Temporal Dynamics of Workplace Acoustic Scenes: Egocentric Analysis and Prediction.

Arindam Jati, Amrutha Nadarajan, Raghuveer Peri, Karel Mundnich, Tiantian Feng, Benjamin Girault, Shrikanth Narayanan

IEEE ACM Trans. Audio Speech Lang. Process., 2021

The CoronaSurveys System for COVID-19 Incidence Data Collection and Processing.

Carlos Baquero, Paolo Casari, Antonio Fernández Anta, Amanda García-García, Davide Frey, Augusto Garcia-Agundez, Chryssis Georgiou, Benjamin Girault, Antonio Ortega, Mathieu Goessens, Harold A. Hernández-Roig, Nicolas Nicolaou, Efstathios Stavrakis, Oluwasegun Ojo, Julian C. Roberts, Ignacio Sanchez

Frontiers Comput. Sci., 2021

Orthogonality and Zero DC Tradeoffs in Biorthogonal Graph Filterbanks.

Dion Eustathios Olivier Tzamarias, Eduardo Pavez, Benjamin Girault, Antonio Ortega, Ian Blanes, Joan Serra-Sagristà

Proceedings of the IEEE International Conference on Acoustics, 2021

Spectral Folding And Two-Channel Filter-Banks On Arbitrary Graphs.

Eduardo Pavez, Benjamin Girault, Antonio Ortega, Philip A. Chou

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

CoronaSurveys: Using Surveys with Indirect Reporting to Estimate the Incidence and Evolution of Epidemics.

Oluwasegun Ojo, Augusto García-Agundez, Benjamin Girault, Harold Hernández, Elisa Cabana, Amanda García-García, Payman Arabshahi, Carlos Baquero, Paolo Casari, Ednaldo José Ferreira, Davide Frey, Chryssis Georgiou, Mathieu Goessens, Anna Ishchenko, Ernesto Jiménez, Oleksiy Kebkal, Rosa E. Lillo, Raquel Menezes, Nicolas Nicolaou, Antonio Ortega, Paul Patras, Julian C. Roberts, Efstathios Stavrakis, Yuichi Tanaka, Antonio Fernández Anta

CoRR, 2020

TILES-2018: A longitudinal physiologic and behavioral data set of hospital workers.

Karel Mundnich, Brandon M. Booth, Michelle L'Hommedieu, Tiantian Feng, Benjamin Girault, Justin L'Hommedieu, Mackenzie Wildman, Sophia Skaaden, Amrutha Nadarajan, Jennifer L. Villatte, Tiago H. Falk, Kristina Lerman, Emilio Ferrara, Shrikanth Narayanan

CoRR, 2020

Region Adaptive Graph Fourier Transform for 3D Point Clouds.

Eduardo Pavez, Benjamin Girault, Antonio Ortega, Philip A. Chou

Proceedings of the IEEE International Conference on Image Processing, 2020

Graph Vertex Sampling with Arbitrary Graph Signal Hilbert Spaces.

Benjamin Girault, Antonio Ortega, Shrikanth S. Narayayan

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Generating labels for regression of subjective constructs using triplet embeddings.

Karel Mundnich, Brandon M. Booth, Benjamin Girault, Shrikanth S. Narayanan

Pattern Recognit. Lett., 2019

Bluetooth Based Indoor Localization Using Triplet Embeddings.

Karel Mundnich, Benjamin Girault, Shrikanth S. Narayanan

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Irregularity-Aware Graph Fourier Transforms.

Benjamin Girault, Antonio Ortega, Shrikanth S. Narayanan

IEEE Trans. Signal Process., 2018

An Inside Look at Deep Neural Networks Using Graph Signal Processing.

Vincent Gripon, Antonio Ortega, Benjamin Girault

Proceedings of the 2018 Information Theory and Applications Workshop, 2018

Graph Variogram: A Novel Tool to Measure Spatial Stationarity.

Alexander Serrano, Benjamin Girault, Antonio Ortega

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017

Grasp: A matlab toolbox for graph signal processing.

Benjamin Girault, Shrikanth S. Narayanan, Antonio Ortega, Paulo Gonçalves, Eric Fleury

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Towards a definition of local stationarity for graph signals.

Benjamin Girault, Shrikanth S. Narayanan, Antonio Ortega

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Localization bounds for the graph translation.

Benjamin Girault, Paulo Gonçalves, Shrikanth S. Narayanan, Antonio Ortega

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2015

Signal Processing on Graphs - Contributions to an Emerging Field. (Traitement du signal sur graphes - Contributions à un domaine émergent).

Benjamin Girault

PhD thesis, 2015

Translation on Graphs: An Isometric Shift Operator.

Benjamin Girault, Paulo Gonçalves, Eric Fleury

IEEE Signal Process. Lett., 2015

Stationary graph signals using an isometric graph translation.

Benjamin Girault

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Semi-supervised learning for graph to signal mapping: A graph signal wiener filter interpretation.

Benjamin Girault, Paulo Gonçalves, Eric Fleury, Arashpreet Singh Mor

Proceedings of the IEEE International Conference on Acoustics, 2014

2012

A Modular Software Framework for Heterogeneous Reconfigurable Robots.

Florian Schlachter, Christopher S. F. Schwarzer, Benjamin Girault, Paul Levi

Proceedings of the Autonomous Mobile Systems 2012, 2012

2011

On Self-Optimized Self-Assembling of Heterogeneous Multi-robot Organisms.

Serge Kernbach, Benjamin Girault, Olga Kernbach

Proceedings of the Bio-Inspired Self-Organizing Robotic Systems, 2011

Heterogeneity for Increasing Performance and Reliability of Self-Reconfigurable Multi-Robot Organisms

Serge Kernbach, Florian Schlachter, Raja Humza, Jens Liedke, Sergej Popesku, Sheila Russo, Tommaso Ranzani, Luigi Manfredi, Cesare Stefanini, Rene Matthias, Christopher S. F. Schwarzer, Benjamin Girault, P. Alschbach, Eugen Meister, Oliver Scholz

CoRR, 2011