Benjamin Renard

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 10

Top Topics

Multivariate Time Series

Probabilistic Topic Models

Event Detection

Top Venues

Environ. Model. Softw.

ACM SIGOPS Oper. Syst. Rev.

Publications

Ngo Nghi Truyen Huynh, Pierre-André Garambois, François Colleoni, Benjamin Renard, Hélène Roux, Julie Demargne, Pierre Javelle
Learning Regionalization within a Differentiable High-Resolution Hydrological Model using Accurate Spatial Cost Gradients. CoRR (2023)
Ngo Nghi Truyen Huynh, Pierre-André Garambois, François Colleoni, Benjamin Renard, Hélène Roux
Multi-gauge Hydrological Variational Data Assimilation: Regionalization Learning with Spatial Gradients using Multilayer Perceptron and Bayesian-Guided Multivariate Regression. CoRR (2023)
Menouar Azib, Benjamin Renard, Philippe Garnier, Vincent Génot, Nicolas André
Universal Event Detection in Time Series. CoRR (2023)
Menouar Azib, Benjamin Renard, Philippe Garnier, Vincent Génot, Nicolas André
A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLP. CoRR (2023)
Menouar Azib, Benjamin Renard, Philippe Garnier, Vincent Génot, Nicolas André
A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data. ICMLA (2023)
Yuri Shkuro, Benjamin Renard, Atul Singh
Positional Paper: Schema-First Application Telemetry. ACM SIGOPS Oper. Syst. Rev. 56 (1) (2022)
Yuri Shkuro, Benjamin Renard, Atul Singh
Positional Paper: Schema-First Application Telemetry. CoRR (2022)
David P. Wright, Mark A. Thyer, Seth Westra, Benjamin Renard, David McInerney
A generalised approach for identifying influential data in hydrological modelling. Environ. Model. Softw. 111 (2019)
Benjamin Renard, Milad Kharratzadeh, Mark Coates
Online time-dependent clustering using probabilistic topic models. ICASSP (2015)
Milad Kharratzadeh, Benjamin Renard, Mark J. Coates
Bayesian topic model approaches to online and time-dependent clustering. Digit. Signal Process. 47 (2015)
Alexandre Blogowski, Olivier Klopfenstein, Benjamin Renard
Dimensioning X2 backhaul link in LTE networks. ICC (2012)
Benjamin Renard, Salah-Eddine Elayoubi, Alain Simonian
A dimensioning method for the LTE X2 interface. WCNC (2012)
Mark A. Thyer, Michael Leonard, Dmitri Kavetski, Stephen Need, Benjamin Renard
The open source RFortran library for accessing R from Fortran, with applications in environmental modelling. Environ. Model. Softw. 26 (2) (2011)