Rémy Boyer

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All published works

Action	Title	Year	Authors
+	Optimal Performance Estimation for Coupled Multichannel Multidimensional Harmonic Retrieval	2024	Maxence Giraud Clémence Prévost Vincent Itier Rémy Boyer
+	Semi-Blind Joint Channel and Symbol Estimation for IRS-Assisted MIMO Systems	2023	Gilderlan T. de Araújo André L. F. de Almeida Rémy Boyer Gábor Fodor
+ PDF Chat	Tucker Decomposition Based on a Tensor Train of Coupled and Constrained CP Cores	2023	Maxence Giraud Vincent Itier Rémy Boyer Yassine Zniyed André L. F. de Almeida
+	Structured tensor train decomposition for speeding up kernel-based learning	2022	Yassine Zniyed Ouafae Karmouda Rémy Boyer Jérémie Boulanger André L. F. de Almeida Gérard Favier
+	Semi-Blind Joint Channel and Symbol Estimation for IRS-Assisted MIMO Systems	2022	Gilderlan T. de Araújo André L. F. de Almeida Rémy Boyer Gábor Fodor
+ PDF Chat	Joint Factors and Rank Estimation for the Canonical Polyadic Decomposition Based on Convex Optimization	2022	Ouafae Karmouda Jérémie Boulanger Rémy Boyer
+	Speeding Up of Kernel-Based Learning for High-Order Tensors	2021	Ouafae Karmouda Jérémie Boulanger Rémy Boyer
+ PDF Chat	Channel Estimation for Intelligent Reflecting Surface Assisted MIMO Systems: A Tensor Modeling Approach	2021	Gilderlan T. de Araújo André L. F. de Almeida Rémy Boyer
+ PDF Chat	Dictionary-based tensor-train sparse coding	2021	Abdelhak Boudehane Yassine Zniyed Arthur Tenenhaus Laurent Le Brusquet Rémy Boyer
+	Structured Tensor-Train Decomposition for Speeding-Up Kernel-Based Learning	2021	Yassine Zniyed Ouafae Karmouda Jérémie Boulanger Rémy Boyer André L. F. de Almeida Gérard Favier
+ PDF Chat	Adaptive Algorithms for Tracking Tensor-Train Decomposition of Streaming Tensors	2020	Le Trung Thanh Karim Abed‐Meraim Nguyen Linh-Trung Rémy Boyer
+ PDF Chat	Dictionary-Based Tensor-Train Sparse Coding	2020	Abdelhak Boudehane Yassine Zniyed Arthur Tenenhaus Laurent Le Brusquet Rémy Boyer
+ PDF Chat	Semi-blind joint symbols and multipath parameters estimation of MIMO systems using KRST/MKRSM coding	2020	S.V.N. Randriambelonoro Gérard Favier Rémy Boyer
+ PDF Chat	A TT-Based Hierarchical Framework for Decomposing High-Order Tensors	2020	Yassine Zniyed Rémy Boyer André L. F. de Almeida Gérard Favier
+ PDF Chat	High-order tensor estimation via trains of coupled third-order CP and Tucker decompositions	2019	Yassine Zniyed Rémy Boyer André L. F. de Almeida Gérard Favier
+	Uniqueness of Tensor Train Decomposition with Linear Dependencies	2019	Yassine Zniyed Sébastian Miron Rémy Boyer David Brie
+ PDF Chat	Breaking the Curse of Dimensionality for Coupled Matrix-Tensor Factorization	2019	Abdelhak Boudehane Yassine Zniyed Arthur Tenenhaus Laurent Le Brusquet Rémy Boyer
+ PDF Chat	Tensor-Train Modeling for Mimo-OFDM Tensor Coding-and-Forwarding Relay Systems	2019	Yassine Zniyed Rémy Boyer André L. F. de Almeida Gérard Favier
+ PDF Chat	High-Order CPD Estimation with Dimensionality Reduction Using a Tensor Train Model	2018	Yassine Zniyed Rémy Boyer André L. F. de Almeida Gérard Favier
+ PDF Chat	Computational Information Geometry for Binary Classification of High-Dimensional Random Tensors	2018	Gia-Thuy Pham Rémy Boyer Frank Nielsen
+	Computational Information Geometry For Binary&nbsp;Classification of High-Dimensional&nbsp;Random Tensors	2018	Gia-Thuy Pham Rémy Boyer Frank Nielsen
+	French SKA White Book - The French Community towards the Square Kilometre Array	2017	F. Acero Jean-Thomas Acquaviva Roxer Adam N. Aghanim M. Allen Marco A. Z. Alves R. Ammanouil R. Hojat Ansari Anabella T. Araudo E. Armengaud
+ PDF Chat	Tensor CP Decomposition With Structured Factor Matrices: Algorithms and Performance	2015	José Henrique de Morais Goulart Mélanie Boizard Rémy Boyer Gérard Favier Pierre Comon
+ PDF Chat	Statistical efficiency of structured CPD estimation applied to Wiener-Hammerstein modeling	2015	José Henrique de Morais Goulart Maxime Boizard Rémy Boyer Gérard Favier Pierre Comon
+ PDF Chat	Performance estimation for tensor CP decomposition with structured factors	2015	Maxime Boizard Rémy Boyer Gérard Favier Jérémy E. Cohen Pierre Comon
+ PDF Chat	Fast multilinear Singular Values Decomposition for higher-order Hankel tensors	2014	Maxime Boizard Rémy Boyer Gérard Favier Pascal Larzabal
+	Fast Multilinear Singular Value Decomposition for Structured Tensors	2008	Roland Badeau Rémy Boyer
+ PDF Chat	Deterministic asymptotic Cramer-Rao bound for the multidimensional harmonic model	2008	Rémy Boyer
+ PDF Chat	Higher-order tensor-based method for delayed exponential fitting	2007	Rémy Boyer Lieven Delathauwer Karim Abed-Meraim
+ PDF Chat	Delayed Exponential Fitting By Best Tensor Rank-(R_1,R_2,R_3) Approximation	2006	Rémy Boyer Lieven De Lathauwer Karim Abed-Meraim
+ PDF Chat	Adaptive Multilinear SVD for Structured Tensors	2006	Rémy Boyer Roland Badeau
+ PDF Chat	Delayed exponential fitting by best tensor rank-(R1;R2;R3) approximation	2005	Rémy Boyer Lieven De Lathauwer Karim Abed‐Meraim
+	Delayed Exponential Fitting by Best Tensor Rank-$ Approximation	2005	Rémy Boyer Lieven De Lathauwer Karim Abed‐Meraim
+	Structured Tensor-Based Algorithm for Delayed Exponential Fitting	2004	Rémy Boyer Karim Abed‐Meraim

Common Coauthors

Coauthor	Papers Together
Yassine Zniyed	11
Gérard Favier	11
André L. F. de Almeida	10
Karim Abed‐Meraim	4
Jérémie Boulanger	4
Maxime Boizard	4
Ouafae Karmouda	4
Gilderlan T. de Araújo	3
Lieven De Lathauwer	3
Arthur Tenenhaus	3
Pierre Comon	3
Laurent Le Brusquet	3
Abdelhak Boudehane	2
Gábor Fodor	2
Maxence Giraud	2
Frank Nielsen	2
Karim Abed-Meraim	2
José Henrique de Morais Goulart	2
Gia-Thuy Pham	2
Roland Badeau	2
Vincent Itier	2
S. Babak	1
M. Douspis	1
M. Langer	1
Jean Michel Denis	1
V. Buat	1
I. Cognard	1
J. Pety	1
J. F. Macías–Pérez	1
K. Ferrière	1
M. Puech	1
Alexandre Le Tiec	1
M. Tagger	1
K. Demyk	1
S. Rakotozafy Harison	1
Xavier Vigouroux	1
R. Courtin	1
Virginie Ollier	1
J. M. Casandjian	1
C. Vastel	1
N. Palanque‐Delabrouille	1
P. Guillard	1
Cédric Richard	1
H. Sol	1
A. Djannati-Ataï	1
S. Bottinelli	1
Jean-Thomas Acquaviva	1
S. Gauffre	1
B. Ascaso	1
Clémence Prévost	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Tensor-Train Decomposition	2011	Ivan Oseledets	12
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	12
+ PDF Chat	A Multilinear Singular Value Decomposition	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	11
+ PDF Chat	Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis	2015	Andrzej Cichocki Danilo P. Mandic Lieven De Lathauwer Guoxu Zhou Qibin Zhao César F. Caiafa Anh Huy Phan	9
+	Tensor Decomposition for Signal Processing and Machine Learning	2017	Nicholas D. Sidiropoulos Lieven De Lathauwer Xiao Fu Kejun Huang Evangelos E. Papalexakis Christos Faloutsos	8
+	Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multi-model factor analysis	1970	Richard A. Harshman	7
+	Analysis of individual differences in multidimensional scaling via an n-way generalization of “Eckart-Young” decomposition	1970	J. Douglas Carroll Jih-Jie Chang	7
+ PDF Chat	Non-iterative solution for PARAFAC with a Toeplitz matrix factor	2009	Alain Y. Kibangou Gérard Favier	7
+	Era of Big Data Processing: A New Approach via Tensor Networks and Tensor Decompositions	2014	Andrzej Cichocki	6
+ PDF Chat	Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions	2016	Andrzej Cichocki Namgil Lee Ivan Oseledets Anh Huy Phan Qibin Zhao Danilo P. Mandic	6
+ PDF Chat	A TT-Based Hierarchical Framework for Decomposing High-Order Tensors	2020	Yassine Zniyed Rémy Boyer André L. F. de Almeida Gérard Favier	6
+ PDF Chat	High-order tensor estimation via trains of coupled third-order CP and Tucker decompositions	2019	Yassine Zniyed Rémy Boyer André L. F. de Almeida Gérard Favier	5
+ PDF Chat	Tensors : A brief introduction	2014	Pierre Comon	5
+	Three-way arrays: rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics	1977	Joseph B. Kruskal	5
+	On Kruskal’s uniqueness condition for the Candecomp/Parafac decomposition	2006	Alwin Stegeman Nicholas D. Sidiropoulos	4
+ PDF Chat	Most Tensor Problems Are NP-Hard	2013	Christopher J. Hillar Lek‐Heng Lim	4
+	Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions	2016	Andrzej Cichocki Namgil Lee Ivan Oseledets Anh Huy Phan Qibin Zhao Danilo P. Mandic	4
+ PDF Chat	Tensor-Train Modeling for Mimo-OFDM Tensor Coding-and-Forwarding Relay Systems	2019	Yassine Zniyed Rémy Boyer André L. F. de Almeida Gérard Favier	4
+	Exponential data fitting using multilinear algebra: the single‐channel and multi‐channel case	2005	Jean‐Michel Papy Lieven De Lathauwer Sabine Van Huffel	4
+ PDF Chat	Tensor CP Decomposition With Structured Factor Matrices: Algorithms and Performance	2015	José Henrique de Morais Goulart Mélanie Boizard Rémy Boyer Gérard Favier Pierre Comon	4
+	Tensor Space-Time-Frequency Coding With Semi-Blind Receivers for MIMO Wireless Communication Systems	2014	Gérard Favier André L. F. de Almeida	4
+	Tensor decompositions, alternating least squares and other tales	2009	Pierre Comon Xavier Luciani André L. F. de Almeida	4
+	On the Best Rank-1 and Rank-(<i>R</i><sub>1</sub> ,<i>R</i><sub>2</sub> ,. . .,<i>R<sub>N</sub></i>) Approximation of Higher-Order Tensors	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	4
+ PDF Chat	High-Order CPD Estimation with Dimensionality Reduction Using a Tensor Train Model	2018	Yassine Zniyed Rémy Boyer André L. F. de Almeida Gérard Favier	4
+	Blind Signal Separation via Tensor Decomposition With Vandermonde Factor: Canonical Polyadic Decomposition	2013	Mikael Sørensen Lieven De Lathauwer	3
+	Blind channel identification algorithms based on the Parafac decomposition of cumulant tensors: The single and multiuser cases	2007	Carlos Estêvão Rolim Fernandes Gérard Favier J.C.M. Mota	3
+ PDF Chat	An Algebraic Solution for the Candecomp/PARAFAC Decomposition with Circulant Factors	2014	José Henrique de Morais Goulart Gérard Favier	3
+	Some convergence results on the Regularized Alternating Least-Squares method for tensor decomposition	2011	Na Li Stefan Kindermann Carmeliza Navasca	3
+ PDF Chat	The Higher-Order Singular Value Decomposition: Theory and an Application [Lecture Notes	2010	Göran Bergqvist Erik G. Larsson	3
+	PARAFAC-based unified tensor modeling for wireless communication systems with application to blind multiuser equalization	2006	André L. F. de Almeida Gérard Favier J.C.M. Mota	3
+	TT-cross approximation for multidimensional arrays	2009	Ivan Oseledets Eugene E. Tyrtyshnikov	3
+ PDF Chat	Performance estimation for tensor CP decomposition with structured factors	2015	Maxime Boizard Rémy Boyer Gérard Favier Jérémy E. Cohen Pierre Comon	3
+	A Constrained Factor Decomposition With Application to MIMO Antenna Systems	2008	André L. F. de Almeida Gérard Favier J.C.M. Mota	3
+	Breaking the Curse of Dimensionality, Or How to Use SVD in Many Dimensions	2009	Ivan Oseledets E. E. Tyrtyshnikov	3
+ PDF Chat	Adaptive Multilinear SVD for Structured Tensors	2006	Rémy Boyer Roland Badeau	3
+	Fast Multilinear Singular Value Decomposition for Structured Tensors	2008	Roland Badeau Rémy Boyer	3
+	A kernel-based framework to tensorial data analysis	2011	Marco Signoretto Lieven De Lathauwer Johan A. K. Suykens	3
+	PARAFAC. Tutorial and applications	1997	Rasmus Bro	3
+ PDF Chat	Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels	2015	Sadeep Jayasumana Richard Hartley Mathieu Salzmann Hongdong Li Mehrtash Harandi	3
+	On the uniqueness of multilinear decomposition ofN-way arrays	2000	Nicholas D. Sidiropoulos Rasmus Bro	3
+ PDF Chat	Multidimensional harmonic retrieval based on Vandermonde tensor train	2019	Yassine Zniyed Rémy Boyer André L. F. de Almeida Gérard Favier	3
+ PDF Chat	A New Scheme for the Tensor Representation	2009	Wolfgang Hackbusch Simone Kühn	2
+ PDF Chat	Low-rank tensor completion by Riemannian optimization	2013	Daniel Kreßner Michael Steinlechner Bart Vandereycken	2
+	Signal detection via spectral theory of large dimensional random matrices	1992	Jack W. Silverstein Patrick L. Combettes	2
+ PDF Chat	Spectral Analysis of Large Dimensional Random Matrices	2009	Zhidong Bai Jack W. Silverstein	2
+ PDF Chat	An Introduction to Hierarchical (H-) Rank and TT-Rank of Tensors with Examples	2011	Lars Grasedyck Wolfgang Hackbusch	2
+ PDF Chat	An Information-Geometric Characterization of Chernoff Information	2013	Frank Nielsen	2
+	PARAFAC: Parallel factor analysis	1994	Richard A. Harshman Margaret E. Lundy	2
+	Low-rank tensor structure of linear diffusion operators in the TT and QTT formats	2013	Vladimir Kazeev Oleg Reichmann Christoph Schwab	2
+	A General Class of Coefficients of Divergence of One Distribution from Another	1966	Syed Mustafa Ali S. D. Silvey	2