Journal Papers

  1. P. Bianchi, W. Hachem, V. Priser, “Long run convergence of discrete-time interacting particle systems of the McKean-Vlasov type,” preprint.  [pdf]
  2. E. Kadoche, P. Bianchi, F. Carton, P. Ciblat, D. Ernst, “On the importance of wind predictions in wake steering optimization,” Wind Energy Science discussions, under review. [pdf]
  3. P. Bianchi, W. Hachem, S. Schechtman, “Stochastic subgradient descent escapes active strict saddles on weakly convex functions,” Mathematics of Operation Research, 2024, to appear. [pdf]
  4.  P Bianchi, R Rios-Zertuche, “A closed-measure approach to stochastic approximation,” Stochastics, an International Journal of Probability and Stochastic Processes, 2024, to appear,  [pdf]
  5. P Bianchi, K Elgui, F Portier, “Conditional independence testing via weighted partial copulas,” Journal of Multivariate Analysis, Vol. 193, pp. 105120, 2023. [pdf]
  6. P. Bianchi, W. Hachem, S. Schechtman, “Convergence of constant step stochastic gradient descent for non-smooth non-convex functions,” Set-Valued and Variational Analysis, 30(3), 1117-1147, 2022. [pdf]
  7. A Barakat, P Bianchi, W Hachem, S Schechtman, “Stochastic optimization with momentum: convergence, fluctuations, and traps avoidance,” Electronic Journal of Statistics 15 (2), 3892-3947, 2021 [pdf]
  8. A. Barakat and P. Bianchi, “Convergence and dynamical behavior of the ADAM algorithm for non-convex stochastic optimization,” SIAM Journal on Optimization 31 (1), 244-274, 2021 [pdf]
  9. P. Bianchi, W. Hachem, A. Salim, “A fully stochastic primal-dual algorithm,” Optimization letters, 1-10, . [pdf]
  10. P. Bianchi, W. Hachem, A. Salim, “Asymptotics of Constant Step Stochastic Approximations Involving Differential Inclusions,” Stochastics, an International Journal of Probability and Stochastic Processes, 91 (2), 288-320 . [pdf]
  11. K. Elgui, P. Bianchi, F. Portier, O. Isson, “Learning methods for rssi-based geolocation: A comparative study,” Pervasive and Mobile Computing, 2020, p. 101199.  [pdf]
  12. O. Fercoq, P. Bianchi “A Coordinate Descent Primal-Dual Algorithm with Large Step Size and Possibly Non Separable Functions,” SIAM Journal on Optimization 29 (1), 100-134. [pdf]
  13. R. Mourya, A. Ferrari, R. Flamary, P. Bianchi, C. Richard, “Distributed Deblurring of Large Images of Wide Field-Of-View”, unpublished [pdf]
  14. P. Bianchi, W. Hachem, A. Salim, “A constant step Forward-Backward algorithm involving random maximal monotone operators,” Journal of Convex Analysis, 26 (2), Pages 397–436, 2019. [pdf]
  15. A. Salim, P. Bianchi, W. Hachem, “Snake: a Stochastic Proximal Gradient Algorithm for Regularized Problems over Large Graphs,” IEEE Transactions on Automatic Control 64 (5), 1832-1847. [pdf]
  16. P. Bianchi, W. Hachem, “Dynamical behavior of a stochastic forward-backward algorithm using random monotone operators,” Journal of Optimization Theory and Applications, October 2016, Volume 171, no. 1, pp 90–120 [pdf]
  17. G. Morral, P. Bianchi, G. Fort, “Success and Failure of Adaptation-Diffusion Algorithms With Decaying Step Size in Multiagent Networks,” 2017, Vol. 65, no. 11,pp. 2798 – 2813, IEEE Transactions on Signal Processing. [pdf]
  18. P. Bianchi, “Ergodic convergence of a stochastic proximal point algorithm,” SIAM Journal on Optimization, 2016, Vol. 26, Issue 4, pp. 2235-2260 [pdf]
  19. P. Bianchi, F. Iutzeler, W. Hachem “A Coordinate Descent Primal-Dual Algorithm and Application to Distributed Asynchronous Optimization,” IEEE Transactions on Automatic Control, 2016, Vol. 61, Issue 10, pp. 2947 – 2957 [pdf]
  20. O. Iacoboaiea, B. Sayrac, S. Ben Jemaa, P. Bianchi, “On mobility parameter configurations that can lead to chained Handovers,” IEEE Transactions on Communications, vol. 64, no. 12, pp. 5136 – 5148, dec. 2016.
  21. O. Iacoboaiea, B. Sayrac, S. Ben Jemaa, P. Bianchi, “SON Coordination in Heterogeneous Networks: A Reinforcement Learning Framework,” IEEE Transactions on Wireless Communications, Vol. 15, no. 9, pp.5835 – 5847, Sept. 2016.
  22. W. Benameur, P. Bianchi, J. Jakubowicz, “Robust Distributed Consensus Using Total Variation”, IEEE Transactions on Automatic Control, vol. 61, no. 6, pp. 1550 – 1564,  June 2016. [pdf]
  23. F. Iutzeler, P. Bianchi, Ph. Ciblat, W. Hachem, “Explicit Convergence Rate of a Distributed Alternating Direction Method of Multipliers,” IEEE Transactions on Automatic Control, vol. 61, no. 4, pp. 892 – 904,  May 2016. [pdf]
  24. G. Morral, P. Bianchi, “Distributed on-line multidimensional scaling for self-localization in wireless sensor networks,” Elsevier Signal Processing, vol. 120, pp. 88 – 98, March 2016. [pdf]
  25. P. Bianchi, G. Fort, W. Hachem “Performance of a Distributed Stochastic Approximation Algorithm” IEEE Trans. on Information Theory, vol. 59 , no. 11, pp. 7405 – 7418, Nov. 2013. [pdf]
  26. P. Bianchi, J. Jakubowicz “Adaptive Learning Vector Quantization for Online Parametric Estimation” IEEE Trans. on Signal Processing, vol. 61, no. 12, pp. 3119-3128, 2012.
  27. P. Bianchi, J. Jakubowicz “On the Convergence of a Multi-Agent Projected Stochastic Gradient Algorithm for Nonconvex Optimization,” IEEE Trans. on Automatic Control, vol. 58, no. 2, Feb. 2013, pp. 391-405 [pdf]
  28. L. Oudre, J. Jakubowicz, P. Bianchi, C. Simon “Classification of Periodic Activities using the Wasserstein Distance,” IEEE Trans. on Biomedical Engineering, vol. 59, no. 6, pp. 1610 – 1619, June 2012 [pdf]
  29. N. Ksairi, Ph. Ciblat, P. Bianchi, W. Hachem “Performance Analysis over Slow Fading Channel of a Half-Duplex Single-Relay Protocol: Decode or Quantize and Forward,” IEEE Trans. on Wireless Communications, vol 60, no.7, July 2012, pp. 2009-2016. [pdf]
  30. J. Villard, P. Bianchi “High-Rate Vector Quantization for the Neyman-Pearson Detection of Correlated Processes,” IEEE Trans. on Information Theory, vol. 57, no. 8, pp. 5387-5409, July 2011. [pdf]
  31. N. Ksairi, P. Bianchi, Ph. Ciblat “Nearly Optimal Resource Allocation for Downlink OFDMA 2-D Networks with Multicell Interference,” IEEE Trans. on Wireless Communications, vol. 10, no. 7, pp. 2101 – 2115, July 2011. [pdf]
  32. P. Bianchi, M. Debbah, M. Maida, J. Najim “Performance of Statistical Tests for Source Detection using Random Matrix Theory,” IEEE Trans. on Information Theory, vol. 57, no. 4, pp. 2400-2419, April 2011. [pdf]
  33. P. Bianchi, J. Jakubowicz, F. Roueff “Linear Precoders for the Detection of a Gaussian Process in Wireless Sensors Networks,” IEEE Trans. on Signal Processing, vol. 59, no. 3, pp. 882-884, March 2011. [pdf]
  34. P. Bianchi, M. Debbah, J. Najim “Asymptotic Independence in the Spectrum of the Gaussian Unitary Ensemble,” Electronic Communications in Probability, Vol. 15, Sept. 2010, pp. 376-395 [pdf]
  35. N. Ksairi, P. Bianchi, W. Hachem, Ph. Ciblat “Resource Allocation for Downlink Cellular OFDMA Systems: Part I – Optimal Allocation,” IEEE Trans. on Signal Processing, Vol. 58, no. 2, pp. 720-734, February 2010. [pdf]
  36. N. Ksairi, P. Bianchi, W. Hachem, Ph. Ciblat “Resource Allocation for Downlink Cellular OFDMA Systems: Part II – Practical Algorithms and Optimal Resource Allocation” IEEE Trans. on Signal Processing, Vol. 58, no. 2, pp. 735-749, February 2010. [pdf]
  37. W. Hachem, P. Bianchi, Ph. Ciblat “Outage Probability Based Power and Time Optimization for Relay Networks,” IEEE Trans. on Signal Processing, vol. 57, no. 2, pp. 764-782, February 2009. [pdf]
  38. M. Ghogho, Ph. Ciblat, A. Swami, P. Bianchi “Training Design for Repetitive-Slot-based
    CFO estimation in OFDM,”     vol. 57, no. 12, pp. 4958-4964, December 2009. IEEE Trans. on Signal Processing, [pdf]
  39. Ph. Ciblat, P. Bianchi, M. Ghogho “Training Sequence Optimization for joint Channel and Frequency Offset estimation,” IEEE Trans. on Signal Processing, vol. 56, no. 8, pp. 3424-3436, August 2008. [pdf]
  40. S. Sezginer, P. Bianchi “Asymptotically Efficient Reduced Complexity Frequency Offset and Channel Estimators for Uplink MIMO-OFDMA Systems,” IEEE Trans. on Signal Processing, vol. 56, no. 3, pp. 964-979, March 2008.
  41. S. Sezginer, P. Bianchi, W. Hachem, “Asymptotic Cramér-Rao Bounds and Training Design for Uplink MIMO-OFDMA Systems with Frequency Offsets,” IEEE Trans. on Signal Processing, vol. 55, no. 7, pp. 3606-3622, July 2007.
  42. P. Bianchi, Ph. Loubaton, “On the blind equalization of Continuous Phase Modulated signals using the Constant Modulus criterion,” IEEE Trans. on Signal Processing, vol. 55, no. 3, pp. 1047-1061, March 2007.
  43. P. Bianchi, Ph. Loubaton, F. Sirven,  “On the blind estimation of the parameters of continuous phase modulated signals,” IEEE Journal on Selected Areas in Communications, 23(5), 944-962.
  44. M. Castella, P. Bianchi, A. Chevreuil, J.C. Pesquet “A Blind Source Separation Framework for detecting CPM sources mixed by a convolutive MIMO filter,” Signal Processing, Volume 86, Issue 8, August 2006, pp. 1950-1967.
  45. P. Bianchi, Ph. Loubaton, F. Sirven, “Non data aided estimation of the modulation index
    of Continuous Phase Modulations,”     IEEE Transactions on Signal Processing, vol. 52, no. 10, pp. 2847-2861, October 2004.

Habilitation à diriger des recherches
P.Bianchi, “Performances asymptotiques de systèmes de communications numériques et de réseaux de capteurs,” HdR de l’Université de Paris-Est, Novembre 2011.

Ph. D dissertation
P.Bianchi, “Démodulation aveugle de modulations de fréquence à phase continue,”
Thèse de doctorat de l’Université de Marne-la-Vallée, Décembre 2003. [pdf]

 

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