- P. Bianchi, W. Hachem, V. Priser, “
*Long run convergence of discrete-time interacting particle systems of the McKean-Vlasov type,”*preprint. [pdf] - 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] - 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]*,”* *A closed-measure approach to stochastic approximation,”*Stochastics, an International Journal of Probability and Stochastic Processes, 2024, to appear, [pdf]- P Bianchi, K Elgui, F Portier, “
*Conditional independence testing via weighted partial copulas,*” Journal of Multivariate Analysis, Vol. 193, pp. 105120, 2023. [pdf] - P. Bianchi, W. Hachem, S. Schechtman, “
Set-Valued and Variational Analysis, 30(3), 1117-1147, 2022. [pdf]*Convergence of constant step stochastic gradient descent for non-smooth non-convex functions,”* - 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] - A. Barakat and P. Bianchi, “C
*onvergence and dynamical behavior of the ADAM algorithm for non-convex stochastic optimization,”*SIAM Journal on Optimization 31 (1), 244-274, 2021 [pdf] - P. Bianchi, W. Hachem, A. Salim,
*“A fully stochastic primal-dual algorithm,”*Optimization letters, 1-10, . [pdf] - 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] - K. Elgui, P. Bianchi, F. Portier, O. Isson, “
*Learning methods for rssi-based geolocation: A comparative study,”*[pdf]*Pervasive and Mobile Computing*, 2020, p. 101199. - 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] - R. Mourya, A. Ferrari, R. Flamary, P. Bianchi, C. Richard, “
*Distributed Deblurring of Large Images of Wide Field-Of-View*”, unpublished [pdf] - P. Bianchi, W. Hachem, A. Salim,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] - 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] - 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] - 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] - P. Bianchi,
*“Ergodic convergence of a stochastic proximal point algorithm,”*SIAM Journal on Optimization, 2016, Vol. 26, Issue 4, pp. 2235-2260 [pdf] - 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] - 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. - 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. - 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] - 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] - 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] - 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] - 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. - 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] - 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] - 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] - 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] - 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] - 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] - 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] - 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] - 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] - 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] - W. Hachem, P. Bianchi, Ph. Ciblat
IEEE Trans. on Signal Processing, vol. 57, no. 2, pp. 764-782, February 2009. [pdf]*“Outage Probability Based Power and Time Optimization for Relay Networks,”* - M. Ghogho, Ph. Ciblat, A. Swami, P. Bianchi
*“Training Design for Repetitive-Slot-based*vol. 57, no. 12, pp. 4958-4964, December 2009. IEEE Trans. on Signal Processing, [pdf]

CFO estimation in OFDM,” - 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] - 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. - 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. - 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. -
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. - 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. - P. Bianchi, Ph. Loubaton, F. Sirven,
*“Non data aided estimation of the modulation index*IEEE Transactions on Signal Processing, vol. 52, no. 10, pp. 2847-2861, October 2004.

of Continuous Phase Modulations,”

**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]