Publications

Articles

  • C. Furtlehner, M. Sebag and X. Zhang, Scaling Analysis of Affinity Propagation. Phys.Rev. E 81,066102 (2010) 14pp
  • C.Furtlehner, J.M. Lasgouttes and A. Auger, Inference Using Loopy Belief Propagation Inference with Many Fixed Point. Physica A, 389 (2010) 149-163
  • C. Furtlehner,Y. Han,J.M. Lasgouttes,V. Martin,F. Marchal,F. Moutarde Spatial and Temporal Analysis of Traffic States on Large Scale Networks ITSC 2010
  • X. Zhang,C. Furtlehner, J. Perez, C. Germain-Renaud, M. Sebag Toward Autonomic Grids: Analyzing the Job Flow with Affinity Streaming KDD 2009
  • C.Furtlehner and J.M. Lasgouttes, Loopy Belief Propagation Inference with a Prescribed Fixed Point. preprint 2008
  • Xiangliang Zhang, Cyril Furtlehner, Michèle Sebag Data Streaming with Affinity Propagation. ECML 2008
  • C.Furtlehner, J.M. Lasgouttes and A. De La Fortelle, A Belief-propagation approach to traffic prediction using probe vehicles. in Proceedings of 10th IEEE Conf. of Intelligent Transportation Systems,pp. 1022-1027, 2007
  • C.Furtlehner and J.M. Lasgouttes, A queueing theory approach for a multi-speed exclusion process. in Proceedings of Traffic and Granular Flow 2007, 129-138
  • G. Fayolle and C. Furtlehner, Stochastic Dynamics of Discrete Curves and Multi-Type Exclusion Processes.J. Stat. Phys. Vol.127, No 5 (2007), 1049-1094.
  • J.Chavas, C.Furtlehner, M.Mezard and R. Zecchina, Survey-propagation decimation through distributed local computations Journal of Statistical Mechanics - Theory and Experiment (2005) P11016.
  • G. Fayolle and C. Furtlehner, Stochastic deformations of sample paths of random walks and exclusion models in Proc. of 3rd Colloquium of Mathematics and Computer Science. Mathematics and Computer Science III: Algorithms, Trees, Combinatorics and Probabilities, Birkhäuser, Basel (2004) 415-428.
  • G. Fayolle and C. Furtlehner, Dynamical Windings of Random Walks and Exclusion Models. Part I: Thermodynamic Limit in Z^2. J. Stat. Phys. Vol. 114, No 1-2 (2004), 229-260.

    • older preprints

    Research Reports

  • V. Martin, J.M. Lasgouttes and C. Furtlehner, The role of Normalization in the Belief-Propagation Algorithm. Inria RR-7514 (2010)
  • C. Furtlehner and Marc Schoenauer, Multi Objectives 3-SAT Problems addressed with Message Passing Techniques. Inria RR-7424 (2010)
  • M. Samsonov, C. Furtlehner and J.M. Lasgouttes, Exactly Solvable Stochastic Processes for Traffic Moelling. Inria RR-7278 (2010)
  • C. Furtlehner, M. Sebag and X. Zhang, Scaling Analysis of the Affinity Propagation Algorithm. Inria RR-7046 (2009)
  • C.Furtlehner, J.M. Lasgouttes and A. Auger Learning Multiple Belief Propagation Fixed Points for Real Time Inference. Inria RR-6887, (2009)
  • C.Furtlehner, J.M. Lasgouttes and A. De La Fortelle, Belief-propagation and Bethe Approximation for traffic prediction.INRIA RR-6144 (2007)
  • G. Fayolle and C. Furtlehner, Stochastic Dynamics of Discrete Curves and Exclusion Processes. Part 2: Functional Equations and Continuous Descriptions. INRIA RR-5808 (2006)
  • C. Furtlehner, A. De La Fortelle and J.M. Lasgouttes, Belief-Propagation Algorithm for a Traffic Prediction System based on Probe Vehicles. Inria RR-5807 (2006)
  • G. Fayolle and C. Furtlehner, Stochastic Dynamics of Discrete Curves and Exclusion Processes. Part 1: Hydrodynamic Limit of the ASEP System. INRIA RR-5793 (2005)
  • G. Fayolle and C. Furtlehner, Stochastic Deformations of Sample Paths of Random Walks and Exclusion Models. INRIA RR-5106 (2004)
  • C. Furtlehner, Stochastic Model of Automatic Traffic Service Controlled by Lattice Coulomb Interactions. INRIA RR-4681 (2002)
  • G. Fayolle and , C. Furtlehner, Dynamical Windings of Random Walks and Exclusion Models.Part I: Thermodynamic Limit. INRIA RR-4608 (2002).