Online convex optimization in wireless networks and beyond: The feedback -performance trade-off
Elena Veronica Belmega
,
Panayotis Mertikopoulos
,
Romain Negrel
RAWNET 2022 - International Workshop on Resource Allocation and Cooperation in Wireless Networks , Sep 2022, Turin, Italy. pp.1-8
Conference papers
hal-03737125v2
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Near-optimal estimation of smooth transport maps with kernel sums-of-squares
Boris Muzellec
,
Adrien Vacher
,
Francis Bach
,
François-Xavier Vialard
,
Alessandro Rudi
et al.
2021
Preprints, Working Papers, ...
hal-03466696v1
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EQUILIBRIUM IN A LARGE LOTKA-VOLTERRA SYSTEM WITH PAIRWISE CORRELATED INTERACTIONS
Maxime Clenet
,
E Ferchichi
,
Jamal Najim
Stochastic Processes and their Applications , 2022, 153, pp.423-444
Journal articles
hal-03681747v1
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Some Problems in Nonconvex Stochastic Optimization
Sholom Schechtman
Theses
tel-03698454v1
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Behaviour of non parametric estimators of second order statistics of high dimensional time series : a large random matrix approach
Alexis Rosuel
Theses
tel-03665080v1
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Application of large random matrices to multivariate time series analysis
Daria Tieplova
Probability [math.PR]. Université Paris-Est; Verkin Institute for low temperature physics and engineering (Kharkiv, Ukraine), 2020. English.
⟨NNT : 2020PESC2050⟩
Theses
tel-03337952v1
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Self-supervised Deep Learning for mmWave Beam Steering Exploiting Sub-6 GHz Channels
Irched Chafaa
,
Romain Negrel
,
Elena Veronica Belmega
,
Mérouane Debbah
2022
Preprints, Working Papers, ...
hal-03567120v1
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On the frequency domain detection of high dimensional time series
Alexis Rosuel
,
Pascal Vallet
,
Philippe Loubaton
,
Xavier Mestre
ICASSP 2020 , May 2020, Barcelona, Spain
Conference papers
hal-02530305v1
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A Fully Stochastic Primal-Dual Algorithm
Pascal Bianchi
,
Walid Hachem
,
Adil Salim
Journal articles
hal-02369882v2
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A Constant Step Stochastic Douglas-Rachford Algorithm with Application to Non Separable Regularizations
Adil Salim
,
Pascal Bianchi
,
Walid Hachem
2019
Preprints, Working Papers, ...
hal-02369904v1
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An Information-Theoretic Approach to Distributed Learning. Distributed Source Coding Under Logarithmic Loss
Yigit Ugur
Information Theory [cs.IT]. Université Paris-Est, 2019. English.
⟨NNT : ⟩
Theses
tel-02489734v1
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Properties of linear spectral statistics of frequency-smoothed estimated spectral coherence matrix of high-dimensional Gaussian time series
Philippe Loubaton
,
Alexis Rosuel
Electronic Journal of Statistics , In press
Journal articles
hal-02900814v3
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Machine learning methods for anomaly detection in IoT networks, with illustrations
Vassia Bonandrini
,
Jean-François Bercher
,
Nawel Zangar
Boumerdassi S., Renault É., Mühlethaler P. (eds), Machine Learning for Networking, Lecture Notes in Computer Science, vol 12081. Springer , pp.287-295, 2020,
⟨10.1007/978-3-030-45778-5_19⟩
Book sections
hal-02977813v1
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Stability of Semi-Dual Unbalanced Optimal Transport: fast statistical rates and convergent algorithm.
Adrien Vacher
,
François-Xavier Vialard
2022
Preprints, Working Papers, ...
hal-03609629v2
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Robustness to imperfect CSI of power allocation policies in cognitive relay networks
Yacine Benatia
,
Romain Negrel
,
Anne Savard
,
E Veronica Belmega
Conference papers
hal-03703594v1
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Non-Hermitian random matrices with a variance profile (II): properties and examples
Nicholas Cook
,
Walid Hachem
,
Jamal Najim
,
David Renfrew
Journal of Theoretical Probability , 2022, 35 (4), pp.2343-2382
Journal articles
hal-03095169v1
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Nonlinear model reduction on metric spaces. Application to one-dimensional conservative PDEs in Wasserstein spaces
Virginie Ehrlacher
,
Damiano Lombardi
,
Olga Mula
,
François-Xavier Vialard
Journal articles
hal-02290431v1
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Stochastic Subgradient Descent Escapes Active Strict Saddles on Weakly Convex Functions
Pascal Bianchi
,
Walid Hachem
,
Sholom Schechtman
2022
Preprints, Working Papers, ...
hal-03442137v2
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Contrastive Learning for Online Semi-Supervised General Continual Learning
Nicolas Michel
,
Romain Negrel
,
Giovanni Chierchia
,
Jean-François Bercher
Conference papers
hal-03866436v1
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RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds
Thibault de Surrel
,
Felix Hensel
,
Mathieu Carriere
,
Théo Lacombe
,
Yuichi Ike
et al.
2022
Preprints, Working Papers, ...
hal-03560450v1
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Stochastic optimization with momentum: convergence, fluctuations, and traps avoidance
Anas Barakat
,
Pascal Bianchi
,
Walid Hachem
,
Sholom Schechtman
Electronic Journal of Statistics , 2021, 15 (2), pp.3892-3947
Journal articles
hal-03310455v1
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Probabilistic modeling and inference for sequential space-varying blur identification
Yunshi Huang
,
Emilie Chouzenoux
,
Víctor Elvira
IEEE Transactions on Computational Imaging , 2021, 7, pp.531 - 546
Journal articles
hal-03225842v1
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On the asymptotic distribution of the maximum sample spectral coherence of Gaussian time series in the high dimensional regime
Alexis Rosuel
,
Philippe Loubaton
,
Pascal Vallet
2021
Preprints, Working Papers, ...
hal-03268401v1
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Convex transport potential selection with semi-dual criterion
Adrien Vacher
,
François-Xavier Vialard
2021
Preprints, Working Papers, ...
hal-03475455v1
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Achievable rate regions for cooperative cognitive radio networks with complex channels and circular normal additive noises
Anne Savard
,
E. Veronica Belmega
XXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI 2022 , Sep 2022, Nancy, France
Conference papers
hal-03814060v1
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ϕ-Informational Measures: Some Results and Interrelations
Steeve Zozor
,
Jean-François Bercher
Journal articles
hal-03294418v1
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Stochastic proximal subgradient descent oscillates in the vicinity of its accumulation set
Sholom Schechtman
Journal articles
hal-03676675v1
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On the largest singular values of certain large random matrices with application to the estimation of the minimal dimension of the state-space representations of high-dimensional time series
Daria Tieplova
,
Philippe Loubaton
2021
Preprints, Working Papers, ...
hal-03383335v1
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A Dimension-free Computational Upper-bound for Smooth Optimal Transport Estimation
Adrien Vacher
,
Boris Muzellec
,
Alessandro Rudi
,
Francis Bach
,
François-Xavier Vialard
et al.
COLT 2021 - 34th Annual Conference on Learning Theory , Aug 2021, Boulder, United States
Conference papers
hal-03454237v1
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Complex systems in Ecology: A guided tour with large Lotka-Volterra models and random matrices
Imane Akjouj
,
Matthieu Barbier
,
Maxime Clenet
,
Walid Hachem
,
Mylène Maïda
et al.
2022
Preprints, Working Papers, ...
hal-03839927v1
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