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Jean-François Bercher

Enseignant-chercheur ESIEE, responsable de la filière "Datascience et IA", doyen du corps professoral

Noisy le grand

2 Bd Blaise Pascal - Cite Descartes Bp 99$Noisy le grand$France

Bureau: Office: 2356

Jean-François Bercher

Enseignant-chercheur ESIEE, responsable de la filière "Datascience et IA", doyen du corps professoral

Activités de recherche

Professor at ESIEE Paris since 1996, where I teach (statistical) signal processing, communication systems, machine learning, programming, … I have been the head of the specialization in Telecommunication and signal processing and I am now the head of the engineer specialization in DataScience and Artificial Intelligence.

I am also the Dean of the Faculty, namely in charge of representing, advocating the interests of the Faculty, advising, organizing,...

As for Research, I work for a long time around information mesures, divergences and generalized entropies. I have also worked on some functional inequalities. I like to develop new algorithms or data analysis tailored to applications, namely for communication systems, biological processes, …

I have been the head of the “Telecommunication and Signal Processing” engineer specialization for many years. Since 2015, I am the founder and head of the “DataScience and Artificial Intelligence” engineer specialization. We already have current and alum students with fascinating works in datascience.

Mes dernières références

My latest references

Publis

Papers

Vassia Bonandrini, Jean-François Bercher, Nawel Zangar
Machine learning methods for anomaly detection in IoT networks, with illustrations. 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
Bénédicte Duriez, Sabarinadh Chilaka, Jean-François Bercher, Eslande Hercul, Marie-Noëlle Prioleau
Replication dynamics of individual loci in single living cells reveal changes in the degree of replication stochasticity through S phase. Nucleic Acids Research, Oxford University Press, 2019, 47 (10), pp.5155-5169
10.1093/nar/gkz220
Steeve Zozor, Jean-François Bercher
On φ-entropies derived from inverse MaxEnt problems. Mini Workshop Identity in science and philosophy, Jul 2019, Paris, France
Jean-François Bercher, Steeve Zozor
Properties and Inequalities for φ-entropies Derived from Inverse MaxEnt Problems. Entropy 2018: From Physics to Information Sciences and Geometry, May 2018, Barcelone, Spain
Bénédicte Duriez, Nicole Boggetto, Jean-François Bercher, Sabarinadh Chilaka, Chrystelle Maric, et al.
Replication synchrony of allelic loci in single living cells from early to late S-phase. Cold Spring Harbor Laboratory Meeting : Eukaryotic DNA Replication & Genome Maintenance, Sep 2015, New York, United States
Jean-François Bercher, Bénédicte Duriez, Nicole Boggetto, Marie-Noelle Prioleau
Dynamique et synchronisme de réplication de l'ADN dans des cellules vivantes -- Analyse de marqueurs fluorescents. XXVe colloque GRETSI, Sep 2015, Lyon, France
Bénédicte Duriez, Nicole Boggetto, Jean-François Bercher, Sabarinadh Chilaka, Chrystelle Maric, et al.
Dynamic of DNA replication in single living cells. 11e Colloque 3R, May 2015, Presqu’île de Giens, France
Jean-François Bercher
Entropies and entropic criteria. Jean-François Giovannelli; Jérôme Idier. Inversion methods applied to signal and image processing, Wiley, pp.26, 2015
Jean-François Bercher, Valerie Girardin, Justine Lequesne, Philippe Regnault, Steeve Zozor
Sur la recherche de φ-entropie à maximisante donnée. GRETSI 2015 - XXVème Colloque francophone de traitement du signal et des images, Sep 2015, Lyon, France. pp.n/c
Jean-François Bercher
On generalized Cramér-Rao inequalities, and an extension of the Shannon-Fisher-Gauss setting. Valérie Girardin, Christos H. Skiadas, James R. Bozeman. New Perspectives on Stochastic Modeling and Data Analysis, ISAST, pp.19-35, 2014, 6188069874
Jean-François Bercher, V Girardin, J Lequesne, Ph Regnault
Goodness-of-fit tests based on (h, ϕ)-divergences and entropy differences. 34th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, A. Djafari and F. Barbaresco, Sep 2014, Amboise, France
Jean-François Bercher
Entropies et critères entropiques. Jean-François GIOVANNELLI, Jérome IDIER. Méthodes d'inversion appliquées au traitement du signal et de l'image, HERMÈS / LAVOISIER, 2013, Méthodes d'inversion appliquées au traitement du signal et de l'image, 2746245485
Jean-François Bercher
Some results on a χ-divergence, an extended Fisher information and generalized Cramér-Rao inequalities. F. Nielsen and F. Barbaresco. Geometric Science of Information, Springer, pp.487-494, 2013, First International Conference, GSI 2013, Paris, France, August 28-30, 2013. Proceedings, 978-3-642-40019-3
10.1007/978-3-642-40020-9_53
Jean-François Bercher
On some interrelations of generalized q-entropies and a generalized Fisher information, including a Cramér-Rao inequality. Applied Stochastic Models and Data Analysis, Jun 2013, Mataro (Barcelona), Spain. pp.yet_unknown
Jean-François Bercher
À propos d’extensions de l’information de Fisher et de l’inégalité de Cramér-Rao. 24e colloque Gretsi, Sep 2013, Brest, France. pp.4
Jean-François Bercher
On multidimensional generalized Cramér-Rao inequalities, uncertainty relations and characterizations of generalized $q$-Gaussian distributions. Journal of Physics A: Mathematical and Theoretical, IOP Publishing, 2013, 46 (9), pp.095303.1-095303.18
10.1088/1751-8113/46/9/095303
Jean-François Bercher
Some properties of generalized Fisher information in the context of nonextensive thermostatistics. Physica A: Statistical Mechanics and its Applications, Elsevier, 2013, 392 (15), pp.3140-3154
10.1016/j.physa.2013.03.062
Jean-François Bercher
A simple probabilistic construction yielding generalized entropies and divergences, escort distributions and q-Gaussians. Physica A: Statistical Mechanics and its Applications, Elsevier, 2012, 391 (19), pp.4460-4469
10.1016/j.physa.2012.04.024
Jean-François Bercher
On a (β,q)-generalized Fisher information and inequalities involving q-Gaussian distributions. Journal of Mathematical Physics, American Institute of Physics (AIP), 2012, 53, pp.063303
10.1063/1.4726197
Jean-François Bercher
On generalized Cramér-Rao inequalities, generalized Fisher informations and characterizations of generalized q-Gaussian distributions. Journal of Physics A: Mathematical and Theoretical, IOP Publishing, 2012, 45, pp.255303
10.1088/1751-8113/45/25/255303
Jean-François Bercher
Quelques inégalités caractérisant les gaussiennes généralisées. 30th Conference Gretsi, Sep 2011, Bordeaux, France
Amandine Lesellier, Olivier Jamin, Jean-François Bercher, Olivier Venard
Design, optimization and calibration of an HFB-based ADC. New Circuits and Systems Conference (NEWCAS), 2011 IEEE 9th International, Jun 2011, Bordeaux, France. pp.317 - 320
10.1109/NEWCAS.2011.5981319
Jean-François Bercher
Escort entropies and divergences and related canonical distribution. Physics Letters A, Elsevier, 2011, 375 (33), pp.2969-2973
10.1016/j.physleta.2011.06.057
Amandine Lesellier, Olivier Jamin, Jean-François Bercher, Olivier Venard
Broadband digitization for cable tuners front-end. Microwave Conference (EuMC), 2011 41st European, Oct 2011, Manchester, United Kingdom. pp.705 - 708
Jean-François Bercher
Comment: Source coding with Tsallis entropy. Electronics Letters, IET, 2011, 47 (10), pp.597
10.1049/el.2011.0611
Amandine Lesellier, Olivier Jamin, Jean-François Bercher, Olivier Venard
Design, optimization and realization of an HFB-based ADC. Circuit Theory and Design (ECCTD), 2011 20th European Conference on, Aug 2011, Linkoping, Sweden. pp.138 - 141
10.1109/ECCTD.2011.6043296
Doriano-Boris Pougaza, Ali Mohammad-Djafari, Jean-François Bercher
Link between copula and tomography. Pattern Recognition Letters, Elsevier, 2010, 31 (14), pp.2258-2264
10.1016/j.patrec.2010.05.001
Ali Mohammad-Djafari, Jean-François Bercher, Pierre Bessière
Bayesian Inference and maximum Entropy Methods in Science and Engineering. American Institute of Physics, pp.499, 2010
Corinne Berland, Jean-François Bercher, Olivier Venard
Adaptive Gain and Delay Mismatch Cancellation for LINC Transmitter. Analog Integrated Circuits and Signal Processing, Springer Verlag, 2010, 65 (1), pp.151-156
10.1007/s10470-010-9477-5
Jean-François Bercher
On escort distributions, q-gaussians and Fisher information. 30th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Jul 2010, Chamonix, France. pp.208-215
10.1063/1.3573618
Corinne Berland, Jean-François Bercher, Olivier Venard
Gain and Delay Mismatches Cancellation in LINC and Polar Transmitters. International Symposium on Circuits and Systems (ISCAS'10), 2010, Paris, France. pp.1017-1020
10.1109/ISCAS.2010.5537365
Amandine Lesellier, Olivier Jamin, Jean-François Bercher, Olivier Venard
Etude d'architectures de numérisation très large bande. Majestic 2010, Oct 2010, Bordeaux, France. pp.8
Pierre Guillot, Pascal Philippe, Corinne Berland, Jean-François Bercher
Faisabilité de référence haute fréquence pour les architectures RF. 16èmes Journées Nationales Microondes,JNM 2009, May 2009, Grenoble, France. 2 p
Doriano-Boris Pougaza, Ali Mohammad-Djafari, Jean-François Bercher
Utilisation de la notion de copule en tomographie. XXIIe colloque GRETSI, Sep 2009, France. http://documents.irevues.inist.fr/handle/2042/28915
Jean-François Bercher
Source Coding with Escort Distributions and Rényi Entropy Bounds. Physics Letters A, Elsevier, 2009, 373 (36), pp.3235-3238
10.1016/j.physleta.2009.07.015
Jean-François Bercher
Entropies et Radiotechnique. Traitement du signal et de l'image [eess.SP]. Université Paris-Est, 2009
Christophe Vignat, Jean-François Bercher
Geometric aspects of the non-extensive statistical theory. Maximum Entropy and Bayesian Methods (MaxEnt'09), Jul 2009, France. 10pp
Jean-François Bercher, Christophe Vignat
On minimum Fisher information distributions with restricted support and fixed variance. Information Sciences, Elsevier, 2009, 179 (1), pp.3832-3842
Ali Mohammad-Djafari, Doriano Pougaza, Jean-François Bercher
Copula and Tomography. International Conference on Computer Vision Theory and Applications (VISAPP'09), Feb 2009, France. 10pp
Pierre Guillot, Pascal Philippe, Corinne Berland, Jean-François Bercher, Patrice Gamand
Low-noise high-resolution BAW-based high-frequency oscillator. Electronics Letters, IET, 2009, 45 (17), pp.914-916
10.1049/el.2009.1779
Jean-François Bercher
On some entropy functionals derived from Rényi information divergence. Information Sciences, Elsevier, 2008, 178 (12), pp.2489-2506
10.1016/j.ins.2008.02.003
Jean-François Bercher, Christophe Vignat
An Entropic View of Pickands' Theorem. International Symposium on Information Theory (ISIT 2008), Jul 2008, Toronto, Canada. pp.2625-2628
10.1109/ISIT.2008.4595467
Jean-François Bercher, Corinne Berland
Envelope and phase delays correction in an EER radio architecture. Analog Integrated Circuits and Signal Processing, Springer Verlag, 2008, 55 (1), pp.21-35
Jean-François Bercher
Maximum entropy with fluctuating constraints: The example of K-distributions. Physics Letters A, Elsevier, 2008, 372 (24), pp.4361-4363
10.1016/j.physleta.2008.04.016
Pierre Guillot, Pascal Philippe, Corinne Berland, Jean-François Bercher
A 2GHz 65nm CMOS digitally-tuned BAW oscillator. 15th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2008), Aug 2008, St. Julian's, Malta. pp.722-725
10.1109/ICECS.2008.4674955
Jean-François Bercher, Christophe Vignat
A new look at q-exponential distributions via excess statistics. Physica A, Elsevier, 2008, 387 (22), pp.5422-5432
10.1016/j.physa.2008.05.038
Jean-François Bercher
Some Possible rationales for Rényi-Tsallis entropy maximization. International Workshop on Applied Probabilities (IWAP'08), 2008, Compiègne, France. 10pp
C
Berland, Jean-François Bercher, O. Venard. Digital Signal Processing techniques to compensate for RF imperfections in Advanced Transmitter Architectures. European Wireless Technology Conference (EuWit'08), 2008, France. 10pp
Jean-François Bercher
Tsallis distribution as a standard maximum entropy solution with 'tail' constraint. Physics Letters A, Elsevier, 2008, 372 (35), pp.5657-5659
B
Duriez, P. Duquesnoy, E. Escudier, A.M. Bridoux, D. Escalier, et al.. A common variant in combination with a nonsense mutation in a member of the thioredoxin family causes primary ciliary dyskinesia. Proceedings of the National Academy of Sciences of the United States of America , National Academy of Sciences, 2007, 104 (9), pp.3336-3341
Jean-François Bercher, C
Berland. Adaptive time mismatches identification and correction in polar transmitter architecture. European Conference on Wireless Technologies, 2007, France. pp.78-81
Jean-François Bercher
An amended MaxEnt formulation for deriving Tsallis factors, and associated issues. 2006
Jean-François Bercher
An amended MaxEnt formulation for deriving Tsallis factors, and associated issues. 26th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, 2006, France. pp.441-448
C
Berland, I. Hibon, Jean-François Bercher, M. Villegas, D. Belot, et al.. New transmitter architecture for nonconstant envelope modulation. IEEE Transactions on Circuits and Systems, Institute of Electrical and Electronics Engineers (IEEE), 2006, 53 (1), pp.13-17
Jean-François Bercher, P
Jardin, B. Duriez. Bayesian classification and entropy for promoter prediction in human DNA sequences. 26th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt'06), 2006, France. pp.235-242
C
Joubert, Jean-François Bercher, G. Baudoin, T. Divel, S. Ramet, et al.. Contributions to the analysis and design of an ADPLL. 13th IEEE International Conference on Electronics, Circuits, and Systems (ICECS'06), 2006, France. pp.322-325
Jean-François Bercher, C
Berland. Envelope/phase delays correction in an EER radio architecture. 13th IEEE International Conference on Electronics, Circuits, and Systems, (ICECS'06), 2006, France. pp.443-446
Christophe Vignat, Jean-François Bercher
On Fisher Information Inequalities and Score Functions in non-invertible Linear Systems. JIPAM, 2003, 4 (4), 10pp
Christophe Vignat, Jean-François Bercher
Analysis of signals in the Fisher-Shannon information plane. Physics Letters A, Elsevier, 2003, 312 (1), pp.27-33
Christophe Vignat, Jean-François Bercher
A Renyi entropy convolution inequality with application. EUSIPCO 2002, Toulouse, 2002, France. 10pp
Christophe Vignat, Jean-François Bercher
Matrix Fisher inequalities for non-invertible linear systems. IEEE International Symposium on Information Theory ISIT 2002, Lausanne, Page(s): 237 -237, 2002, France. 10pp
Geneviève Baudoin, Martine Villegas, Jean-François Bercher, Corinne Berland, Jean-Marc Brossier, et al.
Radiocommunications Numériques - Principe, Modélisation et Simulation. Tome 1. Dunod, 2002, Radiocommunications Numériques, ISBN: 978-2-10-059513-6
Jean-François Bercher, Christophe Vignat
Estimating the entropy of a signal with applications. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2000, 48 (6), pp.1687-1694
Jean-François Bercher, Christophe Vignat
Estimating the entropy of a signal with applications. IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings ICASSP99, 1999, France. pp.1705
Christophe Vignat, Jean-François Bercher
Un estimateur récursif de l'entropie. 17eme Groupe de recherche et d'études du traitement du signal et des images (GRETSI'99), Sep 1999, Vannes, France. pp.701-704