Herve Frezza-Buet

Laboratoire

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Publications (51)

Article dans une revue 01/11/2026

Revisiting continual learning through the unsupervized learning of dynamic contexts

Nasr Allah Aghelias , Bernard Girau , Herve Frezza-Buet , Jeremy Fix

Communication dans un congrès 22/04/2026

General Continual Unsupervised Learning with Augmented Vector Quantization

Nasr Allah Aghelias , Bernard Girau , Herve Frezza-Buet

Communication dans un congrès 05/10/2022

Graph-Induced Geodesics Approximation for Non-Euclidian K-Means

Herve Frezza-Buet

Communication dans un congrès 26/11/2021

Input Prediction Using Consensus Driven SOMs

Noémie Gonnier , Yann Boniface , Herve Frezza-Buet

Chapitre d'ouvrage 17/11/2020

Consensus Driven Self-Organization: Towards Non Hierarchical Multi-Map Architectures

Noémie Gonnier , Yann Boniface , Herve Frezza-Buet

Chapitre d'ouvrage 28/04/2020

Look and Feel What and How Recurrent Self-Organizing Maps Learn

Jeremy Fix , Herve Frezza-Buet

Communication dans un congrès 22/04/2020

Self-organizing maps in manifolds with complex topologies: An application to the planning of closed path for indoor UAV patrols

Herve Frezza-Buet

Rapport 01/01/2015

YARBUS : Yet Another Rule Based belief Update System Jérémy Fix Hervé Frezza-Buet

Jeremy Fix , Herve Frezza-Buet

Article dans une revue 01/12/2014

Online computing of non-stationary distributions velocity fields by an accuracy controlled growing neural gas

Herve Frezza-Buet

Communication dans un congrès 01/04/2014

Towards an effective multi-map self organizing recurrent neural network

Denis Baheux , Jeremy Fix , Herve Frezza-Buet

Article dans une revue 01/04/2014

Cellular Computing and Least Squares for partial differential problems parallel solving

Nicolas Fressengeas , Herve Frezza-Buet

Article dans une revue 01/01/2013

Distributed recurrent self-organization for tracking the state of non-stationary partially observable dynamical systems

Bassem Khouzam , Herve Frezza-Buet

Article dans une revue 01/01/2013

A C++ Template-Based Reinforcement Learning Library: Fitting the Code to the Mathematics

Matthieu Geist , Herve Frezza-Buet

Communication dans un congrès 30/01/2012

InterCell: a Software Suite for Rapid Prototyping and Parallel Execution of Fine Grained Applications

Jens Gustedt , d'Havh Boumba Sitou , Nicolas Fressengeas , Stephane Vialle , Herve Frezza-Buet , Jeremy Fix

Communication dans un congrès 01/12/2011

Tracking non-stationary dynamical system phase using multi-map and temporal self-organizing architecture

Khouzam Bassem , Herve Frezza-Buet

Communication dans un congrès 25/09/2011

Discovering the phase of a dynamical system from a stream of partial observations with a multi-map self-organizing architecture

Bassem Khouzam , Herve Frezza-Buet

HDR 16/09/2011

Un calcul cortical pour les systèmes situés

Herve Frezza-Buet

Article dans une revue 01/05/2011

Sample-Efficient Batch Reinforcement Learning for Dialogue Management Optimization

Olivier Pietquin , Matthieu Geist , Senthilkumar Chandramohan , Herve Frezza-Buet

Communication dans un congrès 01/04/2011

Dynamic Neural Field Optimization using the Unscented Kalman Filter

Matthieu Geist , Olivier Pietquin , Jeremy Fix , Herve Frezza-Buet

Article dans une revue 01/01/2011

Can Self-Organization Emerge through Dynamic Neural Fields Computation?

Lucian Alecu , Frédéric Alexandre , Herve Frezza-Buet

Communication dans un congrès 01/06/2010

InterCell: a Software Suite for Rapid Prototyping and Parallel Execution of Fine Grained Applications

Jens Gustedt , d'Havh Boumba Sitou , Nicolas Fressengeas , Stephane Vialle , Herve Frezza-Buet

Communication dans un congrès 01/04/2010

Online Speaker Diarization with a Size-Monitored Growing Neural Gas Algorithm

Olivier Pietquin , Jean-Louis Gutzwiller , Herve Frezza-Buet

Communication dans un congrès 01/12/2009

Application-driven parameter tuning methodology for dynamic neural field equations