Florence ALBERGE

Associate Professor

L2S, CentraleSupélec
Bât. Breguet C4.05
3 rue Joliot Curie
91190 Gif-sur-Yvette, France

+33 (0)1 69 85 17 34

Publications

Journal articles

2019

Deep Learning Constellation Design for the AWGN Channel with Additive Radar Interference

Alberge
IEEE Transactions on Communications, 67 (2), p. 1413-1423, 2019
2016

Rate Adaptation for Incremental Redundancy Secure HARQ

Mheich, Le Treust, Alberge, Duhamel
IEEE Transactions on Communications, 64 (2), p. 765-777, 2016
2015

On some Properties of the Mutual Information between Extrinsics with Application to Iterative Decoding

Alberge
IEEE Transactions on Communications, 63 (5), p. 1541 – 1553, 2015

Achievable Secrecy Rates for the Broadcast Channel with Confidential Message and Finite Constellation Inputs

Mheich, Alberge, Duhamel
IEEE Transactions on Communications, 63 (1), p. 195-205, 2015
2013

Power extrinsic propagation for turbo-codes

Alberge, Naja, Duhamel
IEEE Transactions on Signal Processing, 61 (5), p. 1107-1111, 2013
2008

On the use of cascade structure to correct impulsive noise in multicarrier systems

Abdelkefi, Duhamel, Alberge, Ayadi
IEEE Transactions on Communications, 56 (11), p. 1844-1858, 2008
2007

A Necessary Condition on the Location of Pilot Tones for Maximizing the Correction Capacity in OFDM Systems

Abdelkefi, Duhamel, Alberge
IEEE Transactions on Communications, 55 (2), p. 356-366, 2007
2006

Blind identification/equalization using deterministic maximum likelihood and a partial prior on the input

Alberge, Nikolova, Duhamel
IEEE Transactions on Signal Processing, 54 (2), p. 724-737, 2006
2005

Impulsive Noise Cancellation in Multicarrier Transmission

Abdelkefi, Duhamel, Alberge
IEEE Transactions on Communications, 53 (1), p. 94-106, 2005

Conference papers

2022

Igeood: An Information Geometry Approach to Out-of-Distribution Detection

Dadalto Câmara Gomes, Alberge, Duhamel, Piantanida
International Conference on Learning Representations, Virtual, France, 2022
2019

A Simple Statistical Method to Detect Covariate Shift

Feutry, Piantanida, Alberge, Duhamel
XXVIIème Colloque francophone de traitement du signal et des images (Gretsi 2019), Lille, France, 2019

Apprentissage par réseau de neurones pour communiquer en présence d’une interférence radar

Alberge
XXVIIème Colloque francophone de traitement du signal et des images (Gretsi 2019), Lille, France, 2019

Detecting covariate shift with Black Box predictors

Alberge, Feutry, Duhamel, Piantanida
International Conference on Telecommunications (ICT 2019), Hanoi, Viêt Nam, 2019
2018

Constellation design with deep learning for downlink non-orthogonal multiple access

Alberge
IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2018), Bologna, Italie, 2018
2016

Min-sum decoding of irregular LDPC codes with adaptive scaling based on mutual information

Alberge
International Symposium on Turbo Codes and Iterative Information Processing, Brest, France, 2016

Semi-Orthogonal MARC with half duplex relaying: A Backward Compatible Cooperative Network with Interference Channels

El Soussi, Vu, Hong Nhat, Duhamel, Alberge, Vandendorpe
17th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2016), Edinburgh, Royaume-Uni, 2016
2015

Propriétés et applications de l’information mutuelle entre extrinsèques

Alberge
25eme Colloque GRETSI 2015, Lyon, France, 2015
2014

Rate-adaptive Secure HARQ Protocol for Block-Fading Channels

Mheich, Alberge, Le Treust, Duhamel, Szczecinski
23rd European Signal Processing Conference (EUSIPCO 2014), Lisbonne, Portugal, 2014

The impact of finite-alphabet input on the secrecy-achievable rates for broadcast channel with confidential message

Mheich, Alberge, Duhamel
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), Florence, Italie, 2014

Books

Patents and software

These/HDR

2015
H.D.R.