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A Large Dimensional Analysis of Least Squares Support Vector Machines

Zhenyu Liao , Romain Couillet
IEEE Transactions on Signal Processing, 2019, 67 (4), pp.1065-1074. ⟨10.1109/TSP.2018.2889954⟩
Journal articles hal-02048984v1

Hepatobiliary MR contrast agent uptake as a predictive biomarker of aggressive features on pathology and reduced recurrence-free survival in resectable hepatocellular carcinoma: comparison with dual-tracer 18F-FDG and 18F-FCH PET/CT

Sébastien Mulé , Julia Chalaye , François Legou , Arthur Tenenhaus , Julien Caldéraro , et al.
European Radiology, 2020, 30 (10), pp.5348-5357. ⟨10.1007/s00330-020-06923-5⟩
Journal articles hal-03111135v1
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Collaborative distributed hypothesis testing with general hypotheses

Gil Katz , Pablo Piantanida , Merouane Debbah
2016 IEEE International Symposium on Information Theory (ISIT), Jul 2016, Barcelona, Spain. ⟨10.1109/ISIT.2016.7541590⟩
Conference papers hal-01436846v1
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Information Bottleneck and Representation Learning

Pablo Piantanida , Leonardo Rey Vega
Cambridge University Press. Information-Theoretic Methods in Data Science, pp.330-358, 2021, ⟨10.1017/9781108616799.012⟩
Book sections hal-01742456v2

Distributed information-theoretic biclustering of two memoryless sources

Pichler Georg , Pablo Piantanida , Gerald Matz
53rd Annual Allerton Conference on Communication, Control, and Computing, Sep 2015, Monticello, USA, United States. ⟨10.1109/allerton.2015.7447035⟩
Conference papers hal-01257609v1

On multiple description coding for the multicast cognitive interference channel

Pablo Piantanida , Meryem Benammar , Shlomo Shamai
IEEE International Symposium on Information Theory - (ISIT 2015), Jun 2015, Hong Kong, Hong Kong SAR China. ⟨10.1109/ISIT.2015.7282831⟩
Conference papers hal-01257620v1

Explicit improved vertex control for uncertain, time-varying linear discrete-time systems with state and control constraints

Hoai-Nam Nguyen , Per-Olof Gutman , Sorin Olaru , Morten Hovd
International Journal of Robust and Nonlinear Control, 2016, 26 (12), pp.2652-2667. ⟨10.1002/rnc.3466⟩
Journal articles istex hal-01397717v1

Secret key generation over noisy channels with common randomness

German Bassi , Pablo Piantanida , Shlomo Shamai
2016 IEEE International Symposium on Information Theory (ISIT), Jul 2016, Barcelona, Spain. ⟨10.1109/ISIT.2016.7541351⟩
Conference papers hal-01436842v1

Quantization for distributed binary detection under secrecy constraints

Maggie Mhanna , Pablo Piantanida , Pierre Duhamel
IEEE International Conference on Communications (ICC 2016), May 2016, Kuala Lumpur, Malaysia. ⟨10.1109/ICC.2016.7510905⟩
Conference papers hal-01436905v1

Semantically-Secured message-key trade-off over wiretap channels with random parameters

Pablo Piantanida , Alexander Bunin , Ziv Goldfeld , Haim H. Permuter , Shlomo Shamai Shitz , et al.
Proceedings of the 2nd Workshop on Communication Security, May 2017, Paris, France. ⟨10.1007/978-3-319-59265-7_3⟩
Conference papers hal-01742455v1

Novel inner bounds with uncoded cache placement for combination networks with end-user-caches

Kai Wan , Mingyue Ji , Pablo Piantanida , Daniela Tuninetti
55th Annual Allerton Conference on Communication, Control, and Computing, Oct 2017, Monticello, United States. pp.361-368, ⟨10.1109/ALLERTON.2017.8262760⟩
Conference papers hal-01742327v1
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Advanced Random Matrix Methods for Machine Learning

Malik Tiomoko
Machine Learning [stat.ML]. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASG067⟩
Theses tel-03391681v1

Modeling non-stationary long-memory signals with large amounts of data

Li Song , Pascal Bondon
EUSIPCO 2011, Aug 2011, Barcelone, Spain. pp.2234-2238
Conference papers hal-00663090v1
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Utilisation de la notion de copule en tomographie

Doriano-Boris Pougaza , Ali Mohammad-Djafari , Jean-François Bercher
XXIIe colloque GRETSI, Sep 2009, France.
Conference papers hal-00444486v1
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Multi-packet Hybrid ARQ: Closing gap to the ergodic capacity

Mohammed Jabi , Aata El Hamss , Leszek Szczecinski , Pablo Piantanida
IEEE Transactions on Communications, 2015, ⟨10.1109/TCOMM.2015.2493138⟩
Journal articles hal-01257567v1
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The three-terminal interactive lossy source coding problem

Leonardo Rey Vega , Pablo Piantanida , Alfred Hero
IEEE Transactions on Information Theory, 2017, 63 (1), pp.532 - 562. ⟨10.1109/TIT.2016.2621749⟩
Journal articles hal-01257575v1

Consistent and asymptotically normal RGCCA estimators for linear structural equations with latent variables (RGCCAc)

Arthur Tenenhaus , Michel Tenenhaus , Theo Dijkstra
19th Conference of the Applied Stochastic Models and Data Analysis International, Jun 2021, Athens, Greece
Conference papers hal-03523468v1
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Secrecy Capacity Region of Some Classes of Wiretap Broadcast Channels

Meryem Benammar , Pablo Piantanida
IEEE Transactions on Information Theory, 2015, 61 (10), pp.5564-5582. ⟨10.1109/TIT.2015.2463279⟩
Journal articles hal-01257571v1
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On the compound broadcast channel: Multiple description coding and interference decoding

Meryem Benammar , Pablo Piantanida , Shlomo Shamai
IEEE Transactions on Information Theory, 2020, 66 (1), pp.38-64. ⟨10.1109/tit.2019.2942615⟩
Journal articles hal-01257576v1
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Gap-filling based on iterative EOF analysis of temporal covariance : application to InSAR displacement time series

Alexandre Hippert-Ferrer , Y. Yan , P Bolon
IGARSS, Jul 2019, Yokohama, Japan. ⟨10.1109/IGARSS.2019.8898952⟩
Conference papers hal-02178695v2
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Link between copula and tomography

Doriano-Boris Pougaza , Ali Mohammad-Djafari , Jean-François Bercher
Pattern Recognition Letters, 2010, 31 (14), pp.2258-2264. ⟨10.1016/j.patrec.2010.05.001⟩
Journal articles hal-00509705v1
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Estimating derivatives and integrals with Kriging

Emmanuel Vazquez , Eric Walter
IEEE 44th Conference on Decision and Control & European Control Conference, Dec 2005, European Union. pp 8156-8161
Conference papers hal-00369893v1
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Echantillonnage de champs gaussiens de grande dimension

Olivier Feron , François Orieux , Jean-François Giovannelli
42èmes Journées de Statistique, 2010, Marseille, France, France
Conference papers inria-00494771v1
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A U-statistic Approach to Hypothesis Testing for Structure Discovery in Undirected Graphical Models

Wacha Bounliphone , Matthew B. Blaschko
Preprints, Working Papers, ... hal-01298279v1

An adaptive solution for nonlinear system identification

Laura Maria Dogariu , Silviu Ciochina , Constantin Paleologu , Jacob Benesty , Pablo Piantanida
2017 International Symposium on Signals, Circuits and Systems (ISSCS), Jul 2017, Iasi, France. ⟨10.1109/ISSCS.2017.8034918⟩
Conference papers hal-01742328v1

Distributed cooperative information bottleneck

Matias Vera , Leonardo Rey Vega , Pablo Piantanida
2017 IEEE International Symposium on Information Theory (ISIT), Jun 2017, Aachen, Germany. ⟨10.1109/ISIT.2017.8006620⟩
Conference papers hal-01742331v1

Semantically-Secured Message-Key Trade-off over Wiretap Channels with Random Parameters

Alexander Bunin , Ziv Goldfeld , Haim H. Permuter , Shlomo Shamai , Paul Cuff , et al.
IEEE Transactions on Information Forensics and Security, In press
Journal articles hal-01742444v1

Almost lossless variable-length source coding on countably infinite alphabets

Silva Jorge , Pablo Piantanida
2016 IEEE International Symposium on Information Theory (ISIT), Jul 2016, Barcelona, Spain. ⟨10.1109/ISIT.2016.7541049⟩
Conference papers hal-01436823v1
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Uncertainty propagation using the Monte Carlo method in the measurement of airborne particle size distribution with a scanning mobility particle sizer

Loïc Coquelin , Laurent Le Brusquet , Nicolas Fischer , François Gensdarmes , Charles Motzkus , et al.
Measurement Science and Technology, 2018, 29 (5), ⟨10.1088/1361-6501/aaae87⟩
Journal articles hal-01871218v1
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3D space-dependent models for stochastic dosimetry applied to exposure to low frequency magnetic fields

E Chiaramello , Laurent Le Brusquet , M. Parazzini , S. Fiocchi , M Bonato , et al.
Bioelectromagnetics, 2019, 40, pp.170-179. ⟨10.1002/bem.22179⟩
Journal articles hal-01871257v1