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2020 – today
- 2024
[j37]Pascal Bianchi, Walid Hachem
, Sholom Schechtman:
Stochastic Subgradient Descent Escapes Active Strict Saddles on Weakly Convex Functions. Math. Oper. Res. 49(3): 1761-1790 (2024)- [i24]Victor Priser, Pascal Bianchi, Adil Salim:
Long-time asymptotics of noisy SVGD outside the population limit. CoRR abs/2406.11929 (2024) - 2023
- [j36]Pascal Bianchi, Kevin Elgui, François Portier:
Conditional independence testing via weighted partial copulas. J. Multivar. Anal. 193: 105120 (2023) - 2022
- [c48]Anas Barakat, Pascal Bianchi, Julien Lehmann:
Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation. AISTATS 2022: 991-1040 - 2021
- [j35]Pascal Bianchi, Walid Hachem, Adil Salim:
A fully stochastic primal-dual algorithm. Optim. Lett. 15(2): 701-710 (2021) - [j34]Anas Barakat, Pascal Bianchi:
Convergence and Dynamical Behavior of the ADAM Algorithm for Nonconvex Stochastic Optimization. SIAM J. Optim. 31(1): 244-274 (2021) - [i23]Anas Barakat, Pascal Bianchi, Julien Lehmann:
Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation. CoRR abs/2106.07472 (2021) - 2020
- [j33]Kevin Elgui, Pascal Bianchi, François Portier, Olivier Isson:
Learning methods for RSSI-based geolocation: A comparative study. Pervasive Mob. Comput. 67: 101199 (2020) - [c47]Anas Barakat, Pascal Bianchi:
Convergence Rates of a Momentum Algorithm with Bounded Adaptive Step Size for Nonconvex Optimization. ACML 2020: 225-240 - [c46]Kevin Elgui, Pascal Bianchi, Olivier Isson, François Portier, Renaud Marty:
Metric Learning for Fingerprint RSSI-Localization. PLANS 2020: 1036-1042 - [i22]Pascal Bianchi, Walid Hachem, Sholom Schechtman:
Convergence of constant step stochastic gradient descent for non-smooth non-convex functions. CoRR abs/2005.08513 (2020)
2010 – 2019
- 2019
- [j32]Olivier Fercoq, Pascal Bianchi:
A Coordinate-Descent Primal-Dual Algorithm with Large Step Size and Possibly Nonseparable Functions. SIAM J. Optim. 29(1): 100-134 (2019) - [j31]Adil Salim, Pascal Bianchi, Walid Hachem:
Snake: A Stochastic Proximal Gradient Algorithm for Regularized Problems Over Large Graphs. IEEE Trans. Autom. Control. 64(5): 1832-1847 (2019) - [c45]Kevin Elgui, Pascal Bianchi, François Portier, Olivier Isson:
Learning Methods for RSSI-based Geolocation: A Comparative Study. EUSIPCO 2019: 1-5 - [i21]Anas Barakat, Pascal Bianchi:
Convergence Analysis of a Momentum Algorithm with Adaptive Step Size for Non Convex Optimization. CoRR abs/1911.07596 (2019) - 2018
- [j30]Celine Meillier, Rita Ammanouil, André Ferrari, Pascal Bianchi:
Distribution strategies for very large 3D image deconvolution algorithms. Signal Process. Image Commun. 67: 149-160 (2018) - [c44]Adil Salim, Pascal Bianchi, Walid Hachem:
A Constant Step Stochastic Douglas-Rachford Algorithm with Application to non Separable Regularizations. ICASSP 2018: 2886-2890 - [i20]Anas Barakat, Pascal Bianchi:
Convergence of the ADAM algorithm from a Dynamical System Viewpoint. CoRR abs/1810.02263 (2018) - 2017
- [j29]Gemma Morral, Pascal Bianchi, Gersende Fort:
Success and Failure of Adaptation-Diffusion Algorithms With Decaying Step Size in Multiagent Networks. IEEE Trans. Signal Process. 65(11): 2798-2813 (2017) - [c43]Rahul Mourya, Pascal Bianchi, Adil Salim, Cédric Richard:
An adaptive distributed asynchronous algorithm with application to target localization. CAMSAP 2017: 1-5 - [c42]Rahul Mourya, André Ferrari, Rémi Flamary, Pascal Bianchi, Cédric Richard:
Distributed approach for deblurring large images with shift-variant blur. EUSIPCO 2017: 2463-2470 - [i19]Adil Salim, Pascal Bianchi, Walid Hachem:
Snake: a Stochastic Proximal Gradient Algorithm for Regularized Problems over Large Graphs. CoRR abs/1712.07027 (2017) - 2016
- [j28]Pascal Bianchi, Walid Hachem:
Dynamical Behavior of a Stochastic Forward-Backward Algorithm Using Random Monotone Operators. J. Optim. Theory Appl. 171(1): 90-120 (2016) - [j27]Pascal Bianchi:
Ergodic Convergence of a Stochastic Proximal Point Algorithm. SIAM J. Optim. 26(4): 2235-2260 (2016) - [j26]Gemma Morral, Pascal Bianchi:
Distributed on-line multidimensional scaling for self-localization in wireless sensor networks. Signal Process. 120: 88-98 (2016) - [j25]Franck Iutzeler, Pascal Bianchi, Philippe Ciblat, Walid Hachem:
Explicit Convergence Rate of a Distributed Alternating Direction Method of Multipliers. IEEE Trans. Autom. Control. 61(4): 892-904 (2016) - [j24]Walid Ben-Ameur, Pascal Bianchi, Jérémie Jakubowicz:
Robust Distributed Consensus Using Total Variation. IEEE Trans. Autom. Control. 61(6): 1550-1564 (2016) - [j23]Pascal Bianchi, Walid Hachem, Franck Iutzeler:
A Coordinate Descent Primal-Dual Algorithm and Application to Distributed Asynchronous Optimization. IEEE Trans. Autom. Control. 61(10): 2947-2957 (2016) - [j22]Ovidiu Iacoboaiea, Berna Sayraç, Sana Ben Jemaa, Pascal Bianchi:
On Mobility Parameter Configurations That Can Lead to Chained Handovers. IEEE Trans. Commun. 64(12): 5136-5148 (2016) - [j21]Ovidiu Constantin Iacoboaiea, Berna Sayraç, Sana Ben Jemaa, Pascal Bianchi:
SON Coordination in Heterogeneous Networks: A Reinforcement Learning Framework. IEEE Trans. Wirel. Commun. 15(9): 5835-5847 (2016) - [c41]Pascal Bianchi, Olivier Fercoq:
Using big steps in coordinate descent primal-dual algorithms. CDC 2016: 1895-1899 - [c40]Adil Salim, Pascal Bianchi, Walid Hachem, Jérémie Jakubowicz:
A stochastic proximal point algorithm for total variation regularization over large scale graphs. CDC 2016: 4490-4495 - [c39]Celine Meillier, Pascal Bianchi, Walid Hachem:
Two distributed algorithms for the deconvolution of large radio-interferometric multispectral images. EUSIPCO 2016: 728-732 - 2015
- [c38]Guillaume Papa, Pascal Bianchi, Stéphan Clémençon:
Adaptive Sampling for Incremental Optimization Using Stochastic Gradient Descent. ALT 2015: 317-331 - [c37]Pascal Bianchi:
A stochastic proximal point algorithm: convergence and application to convex optimization. CAMSAP 2015: 1-4 - [c36]Ovidiu Iacoboaiea, Berna Sayraç, Sana Ben Jemaa, Pascal Bianchi:
SON conflict diagnosis in heterogeneous networks. PIMRC 2015: 1459-1463 - [i18]Gemma Morral, Pascal Bianchi:
Distributed on-line multidimensional scaling for self-localization in wireless sensor networks. CoRR abs/1503.05298 (2015) - [i17]Pascal Bianchi:
Ergodic convergence of a stochastic proximal point algorithm. CoRR abs/1504.05400 (2015) - 2014
- [c35]Gemma Morral, Pascal Bianchi, Gersende Fort:
Success and failure of adaptation-diffusion algorithms for consensus in multi-agent networks. CDC 2014: 1476-1481 - [c34]Pascal Bianchi, Walid Hachem:
A primal-dual algorithm for distributed optimization. CDC 2014: 4240-4245 - [c33]Franck Iutzeler, Pascal Bianchi, Philippe Ciblat, Walid Hachem:
Linear convergence rate for distributed optimization with the alternating direction method of multipliers. CDC 2014: 5046-5051 - [c32]Pascal Bianchi, Walid Hachem, Franck Iutzeler:
A stochastic primal-dual algorithm for distributed asynchronous composite optimization. GlobalSIP 2014: 732-736 - [c31]Ovidiu Iacoboaiea, Berna Sayraç, Sana Ben Jemaa, Pascal Bianchi:
Low complexity SON coordination using reinforcement learning. GLOBECOM 2014: 4406-4411 - [c30]Gemma Morral, Ndeye Amy Dieng, Pascal Bianchi:
Distributed on-line multidimensional scaling for self-localization in wireless sensor networks. ICASSP 2014: 1110-1114 - [c29]Pascal Bianchi, Walid Hachem, Franck Iutzeler:
A stochastic coordinate descent primal-dual algorithm and applications. MLSP 2014: 1-6 - [c28]Ovidiu Iacoboaiea, Berna Sayraç, Sana Ben Jemaa, Pascal Bianchi:
Coordinating SON instances: Reinforcement learning with distributed value function. PIMRC 2014: 1642-1646 - [c27]Ovidiu Constantin Iacoboaiea, Berna Sayraç, Sana Ben Jemaa, Pascal Bianchi:
SON conflict resolution using reinforcement learning with state aggregation. AllThingsCellular@SIGCOMM 2014: 15-20 - [c26]Ovidiu Iacoboaiea, Berna Sayraç, Sana Ben Jemaa, Pascal Bianchi:
Coordinating SON Instances: A Reinforcement Learning Framework. VTC Fall 2014: 1-5 - [c25]Ovidiu Iacoboaiea, Berna Sayraç, Sana Ben Jemaa, Pascal Bianchi:
SON Coordination for parameter conflict resolution: A reinforcement learning framework. WCNC Workshops 2014: 196-201 - [i16]Pascal Bianchi, Walid Hachem, Franck Iutzeler:
A Stochastic Coordinate Descent Primal-Dual Algorithm and Applications to Large-Scale Composite Optimization. CoRR abs/1407.0898 (2014) - [i15]Gemma Morral, Pascal Bianchi, Gersende Fort:
Success and Failure of Adaptation-Diffusion Algorithms for Consensus in Multi-Agent Networks. CoRR abs/1410.6956 (2014) - 2013
- [j20]Pascal Bianchi, Jérémie Jakubowicz:
Convergence of a Multi-Agent Projected Stochastic Gradient Algorithm for Non-Convex Optimization. IEEE Trans. Autom. Control. 58(2): 391-405 (2013) - [j19]Pascal Bianchi, Gersende Fort, Walid Hachem:
Performance of a Distributed Stochastic Approximation Algorithm. IEEE Trans. Inf. Theory 59(11): 7405-7418 (2013) - [j18]Pascal Bianchi, Jérémie Jakubowicz:
Adaptive Learning Vector Quantization for Online Parametric Estimation. IEEE Trans. Signal Process. 61(12): 3119-3128 (2013) - [c24]Pascal Bianchi, Stéphan Clémençon, Gemma Morral, Jérémie Jakubowicz:
On-line learning gossip algorithm in multi-agent systems with local decision rules. IEEE BigData 2013: 6-14 - [c23]Walid Ben-Ameur, Pascal Bianchi, Jérémie Jakubowicz:
A Total Variation based approach for robust consensus in distributed networks. CDC 2013: 1690-1695 - [c22]Franck Iutzeler, Pascal Bianchi, Philippe Ciblat, Walid Hachem:
Asynchronous distributed optimization using a randomized alternating direction method of multipliers. CDC 2013: 3671-3676 - [c21]Abbas Ataya, Pierre Jallon, Pascal Bianchi, Maeva Doron:
Improving activity recognition using temporal coherence. EMBC 2013: 4215-4218 - [c20]Maeva Doron, Thomas Bastian, Aurelia Maire, Julien Dugas, Emilie Perrin, Florence Gris, Régis Guillemaud, Thibault Deschamps, Pascal Bianchi, Yanis Caritu, Chantal Simon, Pierre Jallon:
Estimation of physical activity monitored during the day-to-day life by an autonomous wearable device (SVELTE project). EMBC 2013: 4629-4632 - [i14]Franck Iutzeler, Pascal Bianchi, Philippe Ciblat, Walid Hachem:
Asynchronous Distributed Optimization using a Randomized Alternating Direction Method of Multipliers. CoRR abs/1303.2837 (2013) - [i13]Franck Iutzeler, Pascal Bianchi, Philippe Ciblat, Walid Hachem:
Explicit Convergence Rate of a Distributed Alternating Direction Method of Multipliers. CoRR abs/1312.1085 (2013) - 2012
- [j17]Laurent Oudre, Jérémie Jakubowicz, Pascal Bianchi, Chantal Simon:
Classification of Periodic Activities Using the Wasserstein Distance. IEEE Trans. Biomed. Eng. 59(6): 1610-1619 (2012) - [j16]Nassar Ksairi, Philippe Ciblat, Pascal Bianchi, Walid Hachem:
Performance Analysis over Slow Fading Channels of a Half-Duplex Single-Relay Protocol: Decode or Quantize and Forward. IEEE Trans. Commun. 60(7): 2009-2016 (2012) - [c19]Gemma Morral, Pascal Bianchi, Gersende Fort, Jérémie Jakubowicz:
Distributed stochastic approximation: The price of non-double stochasticity. ACSCC 2012: 1473-1477 - [c18]Gemma Morral, Pascal Bianchi, Jérémie Jakubowicz:
Asynchronous distributed principal component analysis using stochastic approximation. CDC 2012: 1398-1403 - [c17]Nicolas Carlési, Pascal Bianchi:
Distributed coordination of a formation of heterogeneous agents with individual regrets and asynchronous communications. IROS 2012: 3504-3511 - [c16]Gemma Morral, Pascal Bianchi, Jérémie Jakubowicz:
On-line gossip-based distributed expectation maximization algorithm. SSP 2012: 305-308 - [c15]Walid Ben-Ameur, Pascal Bianchi, Jérémie Jakubowicz:
Robust average consensus using Total Variation Gossip Algorithm. VALUETOOLS 2012: 99-106 - [i12]Pascal Bianchi, Gersende Fort, Walid Hachem:
Performance of a Distributed Stochastic Approximation Algorithm. CoRR abs/1203.1505 (2012) - 2011
- [j15]Pascal Bianchi, Mérouane Debbah, Mylène Maïda, Jamal Najim:
Performance of Statistical Tests for Single-Source Detection Using Random Matrix Theory. IEEE Trans. Inf. Theory 57(4): 2400-2419 (2011) - [j14]Joffrey Villard, Pascal Bianchi:
High-Rate Vector Quantization for the Neyman-Pearson Detection of Correlated Processes. IEEE Trans. Inf. Theory 57(8): 5387-5409 (2011) - [j13]Pascal Bianchi, Jérémie Jakubowicz, François Roueff:
Linear Precoders for the Detection of a Gaussian Process in Wireless Sensors Networks. IEEE Trans. Signal Process. 59(3): 882-894 (2011) - [j12]Nassar Ksairi, Pascal Bianchi, Philippe Ciblat:
Nearly Optimal Resource Allocation for Downlink OFDMA in 2-D Cellular Networks. IEEE Trans. Wirel. Commun. 10(7): 2101-2115 (2011) - [c14]Romain Couillet, Pascal Bianchi, Jérémie Jakubowicz:
Distributed convex stochastic optimization under few constraints in large networks. CAMSAP 2011: 289-292 - [c13]Pascal Bianchi, Gersende Fort, Walid Hachem, Jérémie Jakubowicz:
Performance analysis of a distributed Robbins-Monro algorithm for sensor networks. EUSIPCO 2011: 1030-1034 - [c12]Laurent Oudre, Alexandre Lung-Yut-Fong, Pascal Bianchi:
Segmentation of accelerometer signals recorded during continuous treadmill walking. EUSIPCO 2011: 1564-1568 - [c11]Pascal Bianchi, Gersende Fort, Walid Hachem, Jérémie Jakubowicz:
Convergence of a distributed parameter estimator for sensor networks with local averaging of the estimates. ICASSP 2011: 3764-3767 - [c10]Pascal Bianchi, Jérémie Jakubowicz:
Distributed stochastic approximation for constrained and unconstrained optimization. VALUETOOLS 2011: 227-233 - [i11]Pascal Bianchi, Jérémie Jakubowicz:
Distributed Stochastic Approximation for Constrained and Unconstrained Optimization. CoRR abs/1104.2773 (2011) - [i10]Pascal Bianchi, Jérémie Jakubowicz:
On the Convergence of a Multi-Agent Projected Stochastic Gradient Algorithm. CoRR abs/1107.2526 (2011) - 2010
- [j11]Nassar Ksairi, Pascal Bianchi, Philippe Ciblat, Walid Hachem:
Resource allocation for downlink cellular OFDMA systems: part I: optimal allocation. IEEE Trans. Signal Process. 58(2): 720-734 (2010) - [j10]Nassar Ksairi, Pascal Bianchi, Philippe Ciblat, Walid Hachem:
Resource allocation for downlink cellular OFDMA systems: part II: practical algorithms and optimal reuse factor. IEEE Trans. Signal Process. 58(2): 735-749 (2010) - [c9]Joffrey Villard, Pascal Bianchi:
High-rate vector quantization for the Neyman-Pearson detection of some stationary mixing processes. ISIT 2010: 1608-1612 - [i9]Pascal Bianchi, Jérémie Jakubowicz, François Roueff:
Neyman-Pearson Detection of a Gaussian Source using Dumb Wireless Sensors. CoRR abs/1001.4703 (2010) - [i8]Nassar Ksairi, Pascal Bianchi, Philippe Ciblat:
Nearly Optimal Resource Allocation for Downlink OFDMA in 2-D Cellular Networks. CoRR abs/1003.2883 (2010) - [i7]Joffrey Villard, Pascal Bianchi, Eric Moulines, Pablo Piantanida:
High-Rate Quantization for the Neyman-Pearson Detection of Hidden Markov Processes. CoRR abs/1003.2914 (2010) - [i6]Joffrey Villard, Pascal Bianchi:
High-Rate Vector Quantization for the Neyman-Pearson Detection of Correlated Processes. CoRR abs/1004.5529 (2010)
2000 – 2009
- 2009
- [j9]Walid Hachem, Pascal Bianchi, Philippe Ciblat:
Outage Probability-Based Power and Time Optimization for Relay Networks. IEEE Trans. Signal Process. 57(2): 764-782 (2009) - [j8]Mounir Ghogho, Philippe Ciblat, Ananthram Swami, Pascal Bianchi:
Training design for repetitive-slot-based CFO estimation in OFDM. IEEE Trans. Signal Process. 57(12): 4958-4964 (2009) - [c8]Eric A. Bouton, Nassar Ksairi, Philippe Ciblat, Pascal Bianchi, Walid Hachem:
On the Outage Probability Optimization in MISO Rician Channels. WiMob 2009: 301-306 - [i5]Nassar Ksairi, Philippe Ciblat, Pascal Bianchi, Walid Hachem:
Performance Analysis over Slow Fading Channels of a Half-Duplex Single-Relay Protocol: Decode or Quantize and Forward. CoRR abs/0908.4208 (2009) - [i4]Pascal Bianchi, Mérouane Debbah, Mylène Maïda, Jamal Najim:
Performance of Statistical Tests for Source Detection using Random Matrix Theory. CoRR abs/0910.0827 (2009) - 2008
- [j7]Serdar Sezginer, Pascal Bianchi:
Asymptotically Efficient Reduced Complexity Frequency Offset and Channel Estimators for Uplink MIMO-OFDMA Systems. IEEE Trans. Signal Process. 56(3): 964-979 (2008) - [j6]Philippe Ciblat, Pascal Bianchi, Mounir Ghogho:
Training Sequence Optimization for Joint Channel and Frequency Offset Estimation. IEEE Trans. Signal Process. 56(8-1): 3424-3436 (2008) - [c7]Leonardo S. Cardoso, Mérouane Debbah, Pascal Bianchi, Jamal Najim:
Cooperative spectrum sensing using random matrix theory. ISWPC 2008: 334-338 - [c6]Walid Hachem, Pascal Bianchi, Philippe Ciblat:
Outage probability optimization of certain wireless relaying protocols. ITW 2008: 129-133 - [i3]Leonardo S. Cardoso, Mérouane Debbah, Pascal Bianchi, Jamal Najim:
Cooperative Spectrum Sensing Using Random Matrix Theory. CoRR abs/0803.0597 (2008) - [i2]Nassar Ksairi, Pascal Bianchi, Philippe Ciblat, Walid Hachem:
Resource Allocation for Downlink Cellular OFDMA Systems: Part I - Optimal Allocation. CoRR abs/0811.1108 (2008) - [i1]Nassar Ksairi, Pascal Bianchi, Philippe Ciblat, Walid Hachem:
Resource Allocation for Downlink Cellular OFDMA Systems: Part II - Asymptotic Analysis and Applications. CoRR abs/0811.1112 (2008) - 2007
- [j5]Pascal Bianchi, Philippe Loubaton:
On the Blind Equalization of Continuous Phase Modulated Signals Using the Constant Modulus Criterion. IEEE Trans. Signal Process. 55(3): 1047-1061 (2007) - [j4]Serdar Sezginer, Pascal Bianchi, Walid Hachem:
Asymptotic Cramér-Rao Bounds and Training Design for Uplink MIMO-OFDMA Systems With Frequency Offsets. IEEE Trans. Signal Process. 55(7-2): 3606-3622 (2007) - [c5]Serdar Sezginer, Pascal Bianchi:
Asymptotically Efficient Reduced-Complexity Frequency Offset Estimation for Uplink MIMO-OFDMA Systems. ICC 2007: 2877-2882 - 2006
- [j3]Marc Castella, Pascal Bianchi, Antoine Chevreuil, Jean-Christophe Pesquet:
A blind source separation framework for detecting CPM sources mixed by a convolutive MIMO filter. Signal Process. 86(8): 1950-1967 (2006) - [c4]Serdar Sezginer, Pascal Bianchi:
CramÉR-Rao Bound and Training Sequence Selection for Mimo-Ofdma Transmissions Impaired by Frequency Offsets. ICASSP (4) 2006: 73-76 - 2005
- [j2]Pascal Bianchi, Philippe Loubaton, François Sirven:
On the blind estimation of the parameters of continuous phase modulated signals. IEEE J. Sel. Areas Commun. 23(5): 944-962 (2005) - 2004
- [j1]Pascal Bianchi, Philippe Loubaton, François Sirven:
Non data-aided estimation of the modulation index of continuous phase modulations. IEEE Trans. Signal Process. 52(10): 2847-2861 (2004) - [c3]Marc Castella, Pascal Bianchi, Antoine Chevreuil, Jean-Christophe Pesquet:
Blind mimo detection of convolutively mixed CPM sources. EUSIPCO 2004: 165-168 - 2003
- [c2]Pascal Bianchi, Philippe Loubaton, François Sirven:
Blind joint estimation of the technical parameters of continuous phase modulated signals. GLOBECOM 2003: 1731-1735 - 2002
- [c1]Pascal Bianchi, Philippe Loubaton, François Sirven:
Performances of a non data aided estimator of the modulation index of continuous phase modulations. ICASSP 2002: 2377-2380
Coauthor Index
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