Publications and results
Getting started
Project submission and scientific board
Publications and results

Information, Multimodalité & Signal

  by Frezza-Buet Herve

Journal papers

J. VATIN, D. RONTANI, M. SCIAMANNA, "Enhanced performance of a reservoir computer using polarization dynamics in VCSELs," Opt. Lett. 43, 4497-4500 (2018) (

- N. FRESSENGEAS, H. FREZZA-BUET, "Cellular Computing and Least Squares for partial differential problems parallel solving". In Journal of Cellular Auromata, to appear, 2014.

- J. FIX, "Template based black-box optimization of dynamic neural fields", In Neural Networks, 2013 (in press).

- B. KHOUZAM, H. FREZZA-BUET, "Distributed Recurrent Self-Organization for Tracking the State of Non-Stationary Partially Observable Dynamical Systems". In Biologically Inspired Cognitive Architectures, 3:87—104, 2013.

- C. CHEVALLIER, N. FRESSENGEAS, F. GENTY, J. JACQUET, "Optimized Si/SiO2 high contrast grating mirror design for mid-infrared wavelength range : robustness enhancement". In Optics and Laser Technology, 44(3):626-630, 2012.

- C. CHEVALLIER, N. FRESSENGEAS, F. GENTY, J. JACQUET, "Robust design of Si/Si3N4 high contrast grating mirror for mid-infrared VCSEL application". In Optical and Quantum Electronics, Online First™:1-6, 2012.

- C. CHEVALLIER, N. FRESSENGEAS, F. GENTY, J. JACQUET, "Mid-infrared sub-wavelength grating mirror design : tolerance and influence of technological constraints". In Journal of Optics, 13(12):125502, 2011.

- C. CHEVALLIER, N. FRESSENGEAS, F. GENTY, J. JACQUET, "Optimized sub-wavelength grating mirror design for mid-infrared wavelength range". In Applied Physics A, 103(4):1139-1144, 2011.


- B. PIOT, M. GEIST, O. PIETQUIN, "Learning from demonstrations : Is it worth estimating a reward function ?". In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2013), Blockeel, Hendrik and Kersting, Kristian and Nijssen, Siegfried and Zelezny, Filip, Springer, Lecture Notes in Computer Science, 8188:17-32, Prague, 2013

- J. GUSTEDT, S. VIALLE, H. FREZZA-BUET, D. BOUMBA SITOU, N. FRESSENGEAS, J. FIX, "InterCell : a Software Suite for Rapid Prototyping and Parallel Execution of Fine Grained Applications". In Applied Parallel and Scientific Computing, 10th International Conference, PARA 2010, Proceedings, Part I, Kristján Jónasson (Ed), Springer, Heidelberg, LNCS, 7133, Extended and selected paper of PARA 2010 conference, 11 pages, 2012.


- V. GALTIER, S. VIALLE, C. DAD, J.P. TAVELLA, J.P. LAM-YEE-MUI, G. PLESSIS, "FMI-Based Distributed Multi-Simulation with DACCOSIM". In Symposium on Theory of Modeling and Simulation, TMS’15:804-811, Alexandria, VA, USA, 2015

- B. PIOT, M. GEIST, O. PIETQUIN, "Difference of Convex Functions Programming for Reinforcement Learning". In Advances in Neural Information Processing Systems (NIPS 2014), 2014.

- B. PIOT, M. GEIST, O. PIETQUIN, "Boosted Bellman Residual Minimization Handling Expert Demonstrations". In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), Springer, 2014

- B. PIOT, M. GEIST, O. PIETQUIN, "Boosted and Reward-regularized Classification for Apprenticeship Learning". In 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014), Paris, France, 2014

- L. DAUBIGNEY, M. GEIST, O. PIETQUIN, "Particle Swarm Optimisation of Spoken Dialogue System Strategies". In Proceedings of the 14th Annual Conference of the International Speech Communication Association (Interspeech 2013), Lyon (France), 2013.

- L. DAUBIGNEY, M. GEIST, O. PIETQUIN, "Random Projetctions : a Remedy for Overfitting Issues in Time Series Prediction with Echo State Networks". In Proceedings of the 38th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), Vancouver, Canada, to appear, 2013.

- B. KHOUZAM, H. FREZZA-BUET, "Discovering the phase of a dynamical system from a stream of partial observations with a multi-map self-organizing architecture". In COGNITIVE 2011, Rome (Italy), 2011.

- B. KHOUZAM, H. FREZZA-BUET, "Tracking Non-stationary Dynamical System Phase using Multi-map and Temporal Self-organizing Architecture". In NaBIC 2011, IEEE, Salamanca (Spain), 2011.

- PARA 2010, in Reykjavík on June 6-9, 2010. See the paper and the slides