Elsa Dupraz

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 54

Top Topics

Hypothesis Test

Top Venues

IEEE Trans. Commun.

IEEE Commun. Lett.

Publications

Ahcen Aliouat, Elsa Dupraz
Learning on JPEG-LDPC Compressed Images: Classifying with Syndromes. CoRR (2024)
Elsa Dupraz, Ismaila Salihou Adamou, Reza Asvadi, Tad Matsumoto
Practical Short-Length Coding Schemes for Binary Distributed Hypothesis Testing. CoRR (2024)
Jiahui Wei, Philippe Mary, Elsa Dupraz
Rate-Loss Regions for Polynomial Regression with Side Information. CoRR (2024)
Jonathan Kern, Sébastien Henwood, Gonçalo Mordido, Elsa Dupraz, Abdeldjalil Aïssa-El-Bey, Yvon Savaria, François Leduc-Primeau
Fast and Accurate Output Error Estimation for Memristor-Based Deep Neural Networks. IEEE Trans. Signal Process. 72 (2024)
Tad Matsumoto, Amin Zribi, Reza Asvadi, Elsa Dupraz, Wensheng Lin
Two-Stage Successive Wyner-Ziv Lossy Forward Relaying for Lossy Communications: Rate-Distortion and Outage Probability Analyses. IEEE Trans. Veh. Technol. 73 (8) (2024)
Jiahui Wei, Elsa Dupraz, Philippe Mary
Distributed Source Coding for Parametric and Non-Parametric Regression. CoRR (2024)
Alireza Tasdighi, Elsa Dupraz
An End-to-End Scheme for Learning Over Compressed Data Transmitted Through a Noisy Channel. IEEE Access 11 (2023)
Belaid Hamoum, Aref Ezzeddine, Elsa Dupraz
Synchronization Algorithms from High-Rate LDPC Codes for DNA Data Storage. DSP (2023)
Jérémy Nadal, Mohamed Yaoumi, Elsa Dupraz, Frédéric Guilloud, François Leduc-Primeau
Energy Optimization of Faulty Quantized Min-Sum LDPC Decoders. ISTC (2023)
Ismaila Salihou Adamou, Elsa Dupraz, Amin Zribi, Tad Matsumoto
Error-Exponent of Distributed Hypothesis Testing for Gilbert-Elliot Source Models. ISTC (2023)
Jiahui Wei, Elsa Dupraz, Philippe Mary
Asymptotic and Non-Asymptotic Rate-Loss Bounds for Linear Regression with Side Information. EUSIPCO (2023)
Ismaila Salihou Adamou, Elsa Dupraz, Tad Matsumoto
An Information-Spectrum Approach to Distributed Hypothesis Testing for General Sources. CoRR (2023)
Belaid Hamoum, Elsa Dupraz
Channel Model and Decoder With Memory for DNA Data Storage With Nanopore Sequencing. IEEE Access 11 (2023)
Khaled Alhaj Ali, Amer Baghdadi, Elsa Dupraz, Mathieu Léonardon, Mostafa Rizk, Jean-Philippe Diguet
MOL-Based In-Memory Computing of Binary Neural Networks. IEEE Trans. Very Large Scale Integr. Syst. 30 (7) (2022)
Jonathan Kern, Sébastien Henwood, Gonçalo Mordido, Elsa Dupraz, Abdeldjalil Aïssa-El-Bey, Yvon Savaria, François Leduc-Primeau
MemSE: Fast MSE Prediction for Noisy Memristor-Based DNN Accelerators. AICAS (2022)
Jonathan Kern, Sébastien Henwood, Gonçalo Mordido, Elsa Dupraz, Abdeldjalil Aïssa-El-Bey, Yvon Savaria, François Leduc-Primeau
MemSE: Fast MSE Prediction for Noisy Memristor-Based DNN Accelerators. CoRR (2022)
Jonathan Kern, Elsa Dupraz, Abdeldjalil Aïssa-El-Bey, Lav R. Varshney, François Leduc-Primeau
Optimizing the Energy Efficiency of Unreliable Memories for Quantized Kalman Filtering. Sensors 22 (3) (2022)
Elsa Dupraz, Mohamed Yaoumi
Self-Corrected Belief-Propagation Decoder for Source Coding With Unknown Source Statistics. IEEE Commun. Lett. 25 (7) (2021)
Jonathan Kern, Elsa Dupraz, Abdeldjalil Aïssa-El-Bey, Lav R. Varshney, François Leduc-Primeau
Optimizing the Energy Efficiency of Unreliable Memories for Quantized Kalman Filtering. CoRR (2021)
Jonathan Kern, Elsa Dupraz, Abdeldjalil Aïssa-El-Bey, François Leduc-Primeau
Improving the Energy-Efficiency of a Kalman Filter Using Unreliable Memories. ICASSP (2021)
Fangping Ye, Navid Mahmoudian Bidgoli, Elsa Dupraz, Aline Roumy, Karine Amis, Thomas Maugey
Bit-Plane Coding in Extractable Source Coding: Optimality, Modeling, and Application to 360° Data. IEEE Commun. Lett. 25 (5) (2021)
Elsa Dupraz, François Leduc-Primeau
Noisy Density Evolution With Asymmetric Deviation Models. IEEE Trans. Commun. 69 (3) (2021)
Jérémy Nadal, Simon Brown, Elsa Dupraz, François Leduc-Primeau
Towards an Accurate High-Level Energy Model for LDPC Decoders. ISTC (2021)
Elsa Dupraz, Lav R. Varshney, François Leduc-Primeau
Power-Efficient Deep Neural Networks with Noisy Memristor Implementation. ITW (2021)
Belaid Hamoum, Elsa Dupraz, Laura Conde-Canencia, Dominique Lavenier
Channel Model with Memory for DNA Data Storage with Nanopore Sequencing. ISTC (2021)
Mohamed Yaoumi, Jérémy Nadal, Elsa Dupraz, Frédéric Guilloud, François Leduc-Primeau
Energy Optimization of Faulty Quantized Min-Sum LDPC Decoders. CoRR (2021)
Thomas Maugey, Aline Roumy, Elsa Dupraz, Michel Kieffer
Incremental Coding for Extractable Compression in the Context of Massive Random Access. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Mai Quyen Pham, Aline Roumy, Thomas Maugey, Elsa Dupraz, Michel Kieffer
Optimal Reference Selection for Random Access in Predictive Coding Schemes. IEEE Trans. Commun. 68 (9) (2020)
Elsa Dupraz, François Leduc-Primeau
Noisy Density Evolution With Asymmetric Deviation Models. CoRR (2020)
Jérémy Nadal, Mickaël Fiorentino, Elsa Dupraz, François Leduc-Primeau
A Deeply Pipelined, Highly Parallel and Flexible LDPC Decoder. NEWCAS (2020)
Elsa Dupraz, Lav R. Varshney
Noisy In-Memory Recursive Computation with Memristor Crossbars. ISIT (2020)
Marwa Ben Abdessalem, Amin Zribi, Tadashi Matsumoto, Elsa Dupraz, Ammar Bouallègue
LDPC-based Joint Source Channel Coding and Decoding Strategies for single relay cooperative communications. Phys. Commun. 38 (2020)
Mohamed Yaoumi, Elsa Dupraz, François Leduc-Primeau, Frédéric Guilloud
Energy optimization of quantized min-sum decoders for protograph-based LDPC codes. Ann. des Télécommunications 75 (11) (2020)
Elsa Dupraz, Lav R. Varshney
Binary Recursive Estimation on Noisy Hardware. ISIT (2019)
Fangping Ye, Elsa Dupraz, Zeina Mheich, Karine Amis
Optimized Rate-Adaptive Protograph-Based LDPC Codes for Source Coding With Side Information. IEEE Trans. Commun. 67 (6) (2019)
Mohamed Yaoumi, François Leduc-Primeau, Elsa Dupraz, Frédéric Guilloud
Optimization of Protograph LDPC Codes based on High-Level Energy Models. ISWCS (2019)
Elsa Dupraz, Aline Roumy, Thomas Maugey, Michel Kieffer
Rate-storage regions for Extractable Source Coding with side information. Phys. Commun. 37 (2019)
Zeina Mheich, Elsa Dupraz
Short length non-binary rate-adaptive LDPC codes for Slepian-Wolf source coding. WCNC (2018)
Mael Bompais, Hamza Ameur, Dominique Pastor, Elsa Dupraz
The P-Value as a New Similarity Function for Spectral Clustering in Sensor Networks. SSP (2018)
Fangping Ye, Elsa Dupraz, Zeina Mheich, Karine Amis
Optimized Rate-Adaptive Protograph-Based LDPC Codes for Source Coding with Side Information. CoRR (2018)
Elsa Dupraz, François Leduc-Primeau, François Gagnon
Low-Latency LDPC Decoding Achieved by Code and Architecture Co-Design. ISTC (2018)
Nicolas Grelier, Carlos Eduardo Rosar Kós Lassance, Elsa Dupraz, Vincent Gripon
Graph-Projected Signal Processing. GlobalSIP (2018)
Elsa Dupraz, Thomas Maugey, Aline Roumy, Michel Kieffer
Rate-Distortion Performance of Sequential Massive Random Access to Gaussian Sources with Memory. CoRR (2018)
Elsa Dupraz, Dominique Pastor, François-Xavier Socheleau
A Statistical Signal Processing Approach to Clustering over Compressed Data. ICASSP (2018)
Fangping Ye, Zeina Mheich, Elsa Dupraz, Karine Amis
Optimized Short-Length Rate-Adaptive LDPC Codes for Slepian-Wolf Source Coding. ICT (2018)
Elsa Dupraz, Thomas Maugey, Aline Roumy, Michel Kieffer
Rate-Distortion Performance of Sequential Massive Random Access to Gaussian Sources with Memory. DCC (2018)
Elsa Dupraz, Dominique Pastor, François-Xavier Socheleau
Decentralized Clustering on Compressed Data without Prior Knowledge of the Number of Clusters. CoRR (2018)
Elsa Dupraz
K-Means Algorithm Over Compressed Binary Data. DCC (2018)
Elsa Dupraz
Distributed K-means over Compressed Binary Data. CoRR (2017)
Elsa Dupraz, Bane Vasic, David Declercq
Performance of taylor-kuznetsov memories under timing errors. ICC (2017)
Elsa Dupraz, David Declercq, Bane Vasic
Asymptotic Error Probability of the Gallager B Decoder Under Timing Errors. IEEE Commun. Lett. 21 (4) (2017)
Elsa Dupraz, Thomas Maugey, Aline Roumy, Michel Kieffer
Rate-storage regions for Massive Random Access. CoRR (2016)
Elsa Dupraz, Valentin Savin, Satish Kumar Grandhi, Emanuel M. Popovici, David Declercq
Practical LDPC encoders robust to hardware errors. ICC (2016)
Satish Grandhi, Elsa Dupraz, Christian Spagnol, Valentin Savin, Emanuel M. Popovici
CPE: Codeword Prediction Encoder. ETS (2016)
Elsa Dupraz, David Declercq
Evaluation of the robustness of LDPC encoders to hardware noise. BlackSeaCom (2015)
Elsa Dupraz, Valentin Savin, Michel Kieffer
Density Evolution for the Design of Non-Binary Low Density Parity Check Codes for Slepian-Wolf Coding. IEEE Trans. Commun. 63 (1) (2015)
Elsa Dupraz, David Declercq, Bane Vasic
Analysis of Taylor-Kuznetsov memory using one-step majority logic decoder. ITA (2015)
Christiane L. Kameni Ngassa, Valentin Savin, Elsa Dupraz, David Declercq
Density Evolution and Functional Threshold for the Noisy Min-Sum Decoder. IEEE Trans. Commun. 63 (5) (2015)
Elsa Dupraz, David Declercq, Bane Vasic, Valentin Savin
Analysis and Design of Finite Alphabet Iterative Decoders Robust to Faulty Hardware. IEEE Trans. Commun. 63 (8) (2015)
Elsa Dupraz, David Declercq, Bane V. Vasic, Valentin Savin
Analysis and Design of Finite Alphabet Iterative Decoders Robust to Faulty Hardware. CoRR (2014)
Christiane L. Kameni Ngassa, Valentin Savin, Elsa Dupraz, David Declercq
Density Evolution and Functional Threshold for the Noisy Min-Sum Decoder. CoRR (2014)
Velimir Ilic, Elsa Dupraz, David Declercq, Bane Vasic
Uniformly reweighted APP decoder for memory efficient decoding of LDPC Codes. Allerton (2014)
Elsa Dupraz, David Declercq, Bane V. Vasic, Valentin Savin
Finite alphabet iterative decoders robust to faulty hardware: Analysis and selection. ISTC (2014)
Francesca Bassi, Aurélia Fraysse, Elsa Dupraz, Michel Kieffer
Rate-Distortion Bounds for Wyner-Ziv Coding With Gaussian Scale Mixture Correlation Noise. IEEE Trans. Inf. Theory 60 (12) (2014)
Elsa Dupraz, Aline Roumy, Michel Kieffer
Source Coding with Side Information at the Decoder and Uncertain Knowledge of the Correlation. IEEE Trans. Commun. 62 (1) (2014)
Elsa Dupraz, Aline Roumy, Michel Kieffer
Practical Coding Scheme for Universal Source Coding with Side Information at the Decoder. DCC (2013)
Elsa Dupraz, Aline Roumy, Michel Kieffer
Universal Wyner-Ziv coding for Gaussian sources. ICASSP (2013)
Elsa Dupraz, Aline Roumy, Michel Kieffer
Source coding with side information at the decoder: Models with uncertainty, performance bounds, and practical coding schemes. ISITA (2012)
Elsa Dupraz, Francesca Bassi, Thomas Rodet, Michel Kieffer
Distributed coding of sources with bursty correlation. ICASSP (2012)
Elsa Dupraz, Gaël Richard
Robust frequency-based Audio Fingerprinting. ICASSP (2010)