Separating Convolutive Mixtures by Mutual Information Minimization. - Massoud Babaie-Zadeh; Christian Jutten; Kambiz Nayebi (IWANN (2), 2001)

A geometric approach for separating post non-linear mixtures. - Massoud Babaie-Zadeh; Christian Jutten; Kambiz Nayebi (EUSIPCO, 2002)

A Geometric Approach for Separating Several Speech Signals. - Massoud Babaie-Zadeh; Ali Mansour; Christian Jutten; Farrokh Marvasti (ICA, 2004)

Blind Source Separation by Adaptive Estimation of Score Function Difference. - Samareh Samadi; Massoud Babaie-Zadeh; Christian Jutten; Kambiz Nayebi (ICA, 2004)

A minimization-projection (MP) approach for blind separating convolutive mixtures. - Massoud Babaie-Zadeh; Christian Jutten; Kambiz Nayebi (ICASSP (5), 2004)

Three easy ways for separating nonlinear mixtures? - Christian Jutten; Massoud Babaie-Zadeh; Shahram Hosseini (Signal Process., 2004)

Differential of the mutual information. - Massoud Babaie-Zadeh; Christian Jutten; Kambiz Nayebi (IEEE Signal Process. Lett., 2004)

ICA by mutual information minimization: An approach for avoiding local minima. - Massoud Babaie-Zadeh; Bahman Bahmani; Christian Jutten (EUSIPCO, 2005)

A new method for estimating score function difference (SFD) and its application to Blind Source Separation. - Bahman Bahmani; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2005)

A new method for separation of speech signals in convolutive mixtures. - Mahmoud Ferdosizadeh Naeiny; Massoud Babaie-Zadeh; Farrokh Marvasti (EUSIPCO, 2005)

A general approach for mutual information minimization and its application to blind source separation. - Massoud Babaie-Zadeh; Christian Jutten (Signal Process., 2005)

Semi-Blind Approaches for Source Separation and Independent component Analysis. - Massoud Babaie-Zadeh; Christian Jutten (ESANN, 2006)

A new approach for sparse decomposition and sparse source separation. - Arash Ali Amini; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2006)

Sparse ICA via cluster-wise PCA. - Massoud Babaie-Zadeh; Christian Jutten; Ali Mansour (Neurocomputing, 2006)

Quasi-optimal EASI algorithm based on the Score Function Difference (SFD). - Samareh Samadi; Massoud Babaie-Zadeh; Christian Jutten (Neurocomputing, 2006)

Fast Sparse Representation Based on Smoothed l0 Norm. - G. Hosein Mohimani; Massoud Babaie-Zadeh; Christian Jutten (ICA, 2007)

Estimating the Mixing Matrix in Sparse Component Analysis Based on Converting a Multiple Dominant to a Single Dominant Problem. - Nima Noorshams; Massoud Babaie-Zadeh; Christian Jutten (ICA, 2007)

Sparse Component Analysis in Presence of Noise Using an Iterative EM-MAP Algorithm. - Hadi Zayyani; Massoud Babaie-Zadeh; G. Hosein Mohimani; Christian Jutten (ICA, 2007)

Source Estimation in Noisy Sparse Component Analysis. - Hadi Zayyani; Massoud Babaie-Zadeh; Christian Jutten (DSP, 2007)

Estimating the mixing matrix in underdetermined Sparse Component Analysis (SCA) using consecutive independent component analysis (ICA). - Adel Javanmard; P. Pad; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2008)

A nonlinear blind source separation solution for removing the show-through effect in the scanned documents. - Farnood Merrikh-Bayat; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2008)

Estimating the mixing matrix in Sparse Component Analysis (SCA) using EM algorithm and iterative Bayesian clustering. - Hadi Zayyani; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2008)

A first step to convolutive sparse representation. - Hamed Firouzi; Massoud Babaie-Zadeh; Aria Ghasemian Sahebi; Christian Jutten (ICASSP, 2008)

Complex-valued sparse representation based on smoothed l0 norm. - G. Hosein Mohimani; Massoud Babaie-Zadeh; Christian Jutten (ICASSP, 2008)

Decoding real-field codes by an iterative Expectation-Maximization (EM) algorithm. - Hadi Zayyani; Massoud Babaie-Zadeh; Christian Jutten (ICASSP, 2008)

A fast approach for overcomplete sparse decomposition based on smoothed L0 norm - G. Hosein Mohimani; Massoud Babaie-Zadeh; Christian Jutten (CoRR, 2008)

Approximate Sparse Decomposition Based on Smoothed L0-Norm - Hamed Firouzi; Masoud Farivar; Massoud Babaie-Zadeh; Christian Jutten (CoRR, 2008)

A New Trend in Optimization on Multi Overcomplete Dictionary toward Inpainting - Seyyed Majid Valiollahzadeh; Mohammad Nazari; Massoud Babaie-Zadeh; Christian Jutten (CoRR, 2008)

Sparse Component Analysis (SCA) in Random-valued and Salt and Pepper Noise Removal - Hadi Zayyani; Seyyed Majid Valiollahzadeh; Massoud Babaie-Zadeh (CoRR, 2008)

Estimating the mixing matrix in Sparse Component Analysis (SCA) based on partial k-dimensional subspace clustering. - Farid Movahedi Naini; G. Hosein Mohimani; Massoud Babaie-Zadeh; Christian Jutten (Neurocomputing, 2008)

On the Cramér-Rao Bound for Estimating the Mixing Matrix in Noisy Sparse Component Analysis. - Hadi Zayyani; Massoud Babaie-Zadeh; Farzan Haddadi; Christian Jutten (IEEE Signal Process. Lett., 2008)

k/K-Nearest Neighborhood Criterion for Improving Locally Linear Embedding. - Armin Eftekhari; Hamid Abrishami Moghaddam; Massoud Babaie-Zadeh (CGIV, 2009)

Two Dimensional Compressive Classifier for Sparse Images. - Armin Eftekhari; Hamid Abrishami Moghaddam; Massoud Babaie-Zadeh (CGIV, 2009)

k/K-Nearest Neighborhood Criterion for Improvement of Locally Linear Embedding. - Armin Eftekhari; Hamid Abrishami Moghaddam; Massoud Babaie-Zadeh (CAIP, 2009)

Sparse Decomposition over non-full-rank dictionaries. - Massoud Babaie-Zadeh; Vincent Vigneron; Christian Jutten (ICASSP, 2009)

Robust-SL0 for stable sparse representation in noisy settings. - Armin Eftekhari; Massoud Babaie-Zadeh; Christian Jutten; Hamid Abrishami Moghaddam (ICASSP, 2009)

Sparse decomposition of two dimensional signals. - Aboozar Ghafari; Massoud Babaie-Zadeh; Christian Jutten (ICASSP, 2009)

Inflating compressed samples: A joint source-channel coding approach for noise-resistant compressed sensing. - A. HesamMohseni; Massoud Babaie-Zadeh; Christian Jutten (ICASSP, 2009)

Thresholded smoothed-l0(SL0) dictionary learning for sparse representations. - Hadi Zayyani; Massoud Babaie-Zadeh (ICASSP, 2009)

Bayesian Pursuit algorithm for sparse representation. - Hadi Zayyani; Massoud Babaie-Zadeh; Christian Jutten (ICASSP, 2009)

Two dimensional compressive classifier for sparse images. - Armin Eftekhari; Hamid Abrishami Moghaddam; Massoud Babaie-Zadeh; Mohammad Shahram Moin (ICIP, 2009)

Image Coding and Compression with Sparse 3D Discrete Cosine Transform. - Hamid Palangi; Aboozar Ghafari; Massoud Babaie-Zadeh; Christian Jutten (ICA, 2009)

Image Denoising Using Sparse Representations. - Seyyed Majid Valiollahzadeh; Hamed Firouzi; Massoud Babaie-Zadeh; Christian Jutten (ICA, 2009)

A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed ell 0 Norm. - G. Hosein Mohimani; Massoud Babaie-Zadeh; Christian Jutten (IEEE Trans. Signal Process., 2009)

An iterative Bayesian algorithm for sparse component analysis in presence of noise. - Hadi Zayyani; Massoud Babaie-Zadeh; Christian Jutten (IEEE Trans. Signal Process., 2009)

Fast Block-Sparse Decomposition Based on SL0. - Sina Hamidi Ghalehjegh; Massoud Babaie-Zadeh; Christian Jutten (LVA/ICA, 2010)

Using Non-Negative Matrix Factorization for Removing Show-Through. - Farnood Merrikh-Bayat; Massoud Babaie-Zadeh; Christian Jutten (LVA/ICA, 2010)

An Alternating Minimization Method for Sparse Channel Estimation. - Rad Niazadeh; Massoud Babaie-Zadeh; Christian Jutten (LVA/ICA, 2010)

Adaptive and Non-adaptive ISI Sparse Channel Estimation Based on SL0 and Its Application in ML Sequence-by-Sequence Equalization. - Rad Niazadeh; Sina Hamidi Ghalehjegh; Massoud Babaie-Zadeh; Christian Jutten (LVA/ICA, 2010)

An entropy based method for activation detection of functional MRI data using Independent Component Analysis. - Mahsa Akhbari; Massoud Babaie-Zadeh; Emad Fatemizadeh; Christian Jutten (ICASSP, 2010)

Parametric dictionary learning using steepest descent. - Mahdi Ataee; Hadi Zayyani; Massoud Babaie-Zadeh; Christian Jutten (ICASSP, 2010)

Sparse Recovery using Smoothed ℓ0 (SL0): Convergence Analysis - G. Hosein Mohimani; Massoud Babaie-Zadeh; Irina Gorodnitsky; Christian Jutten (CoRR, 2010)

Bayesian Cramér-Rao Bound for Noisy Non-Blind and Blind Compressed Sensing - Hadi Zayyani; Massoud Babaie-Zadeh; Christian Jutten (CoRR, 2010)

Bayesian Hypothesis Testing for Sparse Representation - Hadi Zayyani; Massoud Babaie-Zadeh; Christian Jutten (CoRR, 2010)

On the stable recovery of the sparsest overcomplete representations in presence of noise. - Massoud Babaie-Zadeh; Christian Jutten (IEEE Trans. Signal Process., 2010)

SRF: Matrix completion based on smoothed rank function. - Hooshang Ghasemi; Mohammadreza Malek-Mohammadi; Massoud Babaie-Zadeh; Christian Jutten (ICASSP, 2011)

Watermarking Based on Independent Component Analysis in Spatial Domain. - Abolfazl Hajisami; Alireza Rahmati; Massoud Babaie-Zadeh (UKSim, 2011)

Linear-quadratic blind source separating structure for removing show-through in scanned documents. - Farnood Merrikh-Bayat; Massoud Babaie-Zadeh; Christian Jutten (Int. J. Document Anal. Recognit., 2011)

Two-dimensional random projection. - Armin Eftekhari; Massoud Babaie-Zadeh; Hamid Abrishami Moghaddam (Signal Process., 2011)

On the Error of Estimating the Sparsest Solution of Underdetermined Linear Systems. - Massoud Babaie-Zadeh; Christian Jutten; G. Hosein Mohimani (IEEE Trans. Inf. Theory, 2011)

Corrections to "On the Stable Recovery of the Sparsest Overcomplete Representations in Presence of Noise" [Oct 10 5396-5400]. - Massoud Babaie-Zadeh; Christian Jutten (IEEE Trans. Signal Process., 2011)

How to use real-valued sparse recovery algorithms for complex-valued sparse recovery? - Arsalan Sharif-Nassab; Milad Kharratzadeh; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2012)

A projected gradient-based algorithm to unmix hyperspectral data. - Azar Zandifar; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2012)

Weighted sparse signal decomposition. - Massoud Babaie-Zadeh; Behzad Mehrdad; Georgios B. Giannakis (ICASSP, 2012)

A proper transform for satisfying Benford's Law and its application to double JPEG image forensics. - Ali Taimori; Farbod Razzazi; Alireza Behrad; Ali Ahmadi; Massoud Babaie-Zadeh (ISSPIT, 2012)

ISI sparse channel estimation based on SL0 and its application in ML sequence-by-sequence equalization. - Rad Niazadeh; Sina Hamidi Ghalehjegh; Massoud Babaie-Zadeh; Christian Jutten (Signal Process., 2012)

On the Achievability of Cramér-Rao Bound in Noisy Compressed Sensing. - Rad Niazadeh; Massoud Babaie-Zadeh; Christian Jutten (IEEE Trans. Signal Process., 2012)

A new algorithm for learning overcomplete dictionaries. - Mostafa Sadeghi; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2013)

Sequential subspace finding: A new algorithm for learning low-dimensional linear subspaces. - Mostafa Sadeghi; Mohsen Joneidi; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2013)

Dictionary learning for sparse decomposition: A new criterion and algorithm. - Zahra Sadeghipoor; Massoud Babaie-Zadeh; Christian Jutten (ICASSP, 2013)

Learning overcomplete dictionaries based on parallel atom-updating. - Mostafa Sadeghi; Massoud Babaie-Zadeh; Christian Jutten (MLSP, 2013)

Sparse Channel Estimation by Factor Graphs. - Rad Niazadeh; Massoud Babaie-Zadeh; Christian Jutten (CoRR, 2013)

Approximated Cramér-Rao bound for estimating the mixing matrix in the two-sensor noisy Sparse Component Analysis (SCA). - Hadi Zayyani; Massoud Babaie-Zadeh (Digit. Signal Process., 2013)

Dictionary Learning for Sparse Representation: A Novel Approach. - Mostafa Sadeghi; Massoud Babaie-Zadeh; Christian Jutten (IEEE Signal Process. Lett., 2013)

Scale Invariant Feature Transform using oriented pattern. - Mohammad Baghery Daneshvar; Massoud Babaie-Zadeh; Seyed Ghorshi (CCECE, 2014)

K-LDA: An algorithm for learning jointly overcomplete and discriminative dictionaries. - Jamal Golmohammady; Mohsen Joneidi; Mostafa Sadeghi; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2014)

A study on clustering-based image denoising: From global clustering to local grouping. - Mohsen Joneidi; Mostafa Sadeghi; Mojtaba Sahraee-Ardakan; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2014)

A fast phoneme recognition system based on sparse representation of test utterances. - Armin Saeb; Farbod Razzazi; Massoud Babaie-Zadeh (HSCMA, 2014)

DOA estimation in partially correlated noise using low-rank/sparse matrix decomposition. - Mohammadreza Malek-Mohammadi; Magnus Jansson; Arash Owrang; Ali Koochakzadeh; Massoud Babaie-Zadeh (SAM, 2014)

Outlier-aware dictionary learning for sparse representation. - Sajjad Amini; Mostafa Sadeghi; Mohsen Joneidi; Massoud Babaie-Zadeh; Christian Jutten (MLSP, 2014)

SR-NBS: A fast sparse representation based N-best class selector for robust phoneme classification. - Armin Saeb; Farbod Razzazi; Massoud Babaie-Zadeh (Eng. Appl. Artif. Intell., 2014)

Corrigendum to "ISI sparse channel estimation based on SL0 and its application in ML sequence-by-sequence equalization" [Signal Processing 92 (2012) 1875-1885]. - Rad Niazadeh; Sina Hamidi Ghalehjegh; Massoud Babaie-Zadeh; Christian Jutten (Signal Process., 2014)

Recovery of Low-Rank Matrices Under Affine Constraints via a Smoothed Rank Function. - Mohammadreza Malek-Mohammadi; Massoud Babaie-Zadeh; Arash Amini; Christian Jutten (IEEE Trans. Signal Process., 2014)

Iterative Concave Rank Approximation for Recovering Low-Rank Matrices. - Mohammadreza Malek-Mohammadi; Massoud Babaie-Zadeh; Mikael Skoglund (IEEE Trans. Signal Process., 2014)

Learning Overcomplete Dictionaries Based on Atom-by-Atom Updating. - Mostafa Sadeghi; Massoud Babaie-Zadeh; Christian Jutten (IEEE Trans. Signal Process., 2014)

A MAP-Based Order Estimation Procedure for Sparse Channel Estimation. - Sajad Daei; Massoud Babaie-Zadeh; Christian Jutten (LVA/ICA, 2015)

Blind Source Separation in Nonlinear Mixture for Colored Sources Using Signal Derivatives. - Bahram Ehsandoust; Massoud Babaie-Zadeh; Christian Jutten (LVA/ICA, 2015)

A Dictionary Learning Method for Sparse Representation Using a Homotopy Approach. - Milad Niknejad; Mostafa Sadeghi; Massoud Babaie-Zadeh; Hossein Rabbani; Christian Jutten (LVA/ICA, 2015)

Image interpolation using Gaussian Mixture Models with spatially constrained patch clustering. - Milad Niknejad; Hossein Rabbani; Massoud Babaie-Zadeh; Christian Jutten (ICASSP, 2015)

Successive Concave Sparsity Approximation: Near-Oracle Performance in a Wide Range of Sparsity Levels. - Mohammadreza Malek-Mohammadi; Ali Koochakzadeh; Massoud Babaie-Zadeh; Magnus Jansson; Cristian R. Rojas (CoRR, 2015)

Multi-antenna assisted spectrum sensing in spatially correlated noise environments. - Ali Koochakzadeh; Mohammadreza Malek-Mohammadi; Massoud Babaie-Zadeh; Mikael Skoglund (Signal Process., 2015)

Performance guarantees for Schatten-p quasi-norm minimization in recovery of low-rank matrices. - Mohammadreza Malek-Mohammadi; Massoud Babaie-Zadeh; Mikael Skoglund (Signal Process., 2015)

Image Restoration Using Gaussian Mixture Models With Spatially Constrained Patch Clustering. - Milad Niknejad; Hossein Rabbani; Massoud Babaie-Zadeh (IEEE Trans. Image Process., 2015)

Nonlinear blind source separation for sparse sources. - Bahram Ehsandoust; Bertrand Rivet; Christian Jutten; Massoud Babaie-Zadeh (EUSIPCO, 2016)

Regularized low-coherence overcomplete dictionary learning for sparse signal decomposition. - Mostafa Sadeghi; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2016)

Two multimodal approaches for single microphone source separation. - Farnaz Sedighin; Massoud Babaie-Zadeh; Bertrand Rivet; Christian Jutten (EUSIPCO, 2016)

Quantization-Unaware Double JPEG Compression Detection. - Ali Taimori; Farbod Razzazi; Alireza Behrad; Ali Ahmadi; Massoud Babaie-Zadeh (J. Math. Imaging Vis., 2016)

Upper bounds on the error of sparse vector and low-rank matrix recovery. - Mohammadreza Malek-Mohammadi; Cristian R. Rojas; Magnus Jansson; Massoud Babaie-Zadeh (Signal Process., 2016)

Successive Concave Sparsity Approximation for Compressed Sensing. - Mohammadreza Malek-Mohammadi; Ali Koochakzadeh; Massoud Babaie-Zadeh; Magnus Jansson; Cristian R. Rojas (IEEE Trans. Signal Process., 2016)

Iterative Sparsification-Projection: Fast and Robust Sparse Signal Approximation. - Mostafa Sadeghi; Massoud Babaie-Zadeh (IEEE Trans. Signal Process., 2016)

A generalization of weighted sparse decomposition to negative weights. - Ghazaleh Delfi; Shayan Aziznejad; Sana Amani; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2017)

A new algorithm for training sparse autoencoders. - Ali Shahin Shamsabadi; Massoud Babaie-Zadeh; Seyyede Zohreh Seyyedsalehi; Hamid R. Rabiee; Christian Jutten (EUSIPCO, 2017)

A robust ellipse fitting algorithm based on sparsity of outliers. - Elaheh Sobhani; Mostafa Sadeghi; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2017)

Accelerated Dictionary Learning for Sparse Signal Representation. - Fateme Ghayem; Mostafa Sadeghi; Massoud Babaie-Zadeh; Christian Jutten (LVA/ICA, 2017)

A New Algorithm for Multimodal Soft Coupling. - Farnaz Sedighin; Massoud Babaie-Zadeh; Bertrand Rivet; Christian Jutten (LVA/ICA, 2017)

Blind compensation of polynomial mixtures of Gaussian signals with application in nonlinear blind source separation. - Bahram Ehsandoust; Bertrand Rivet; Massoud Babaie-Zadeh; Christian Jutten (ICASSP, 2017)

A novel forensic image analysis tool for discovering double JPEG compression clues. - Ali Taimori; Farbod Razzazi; Alireza Behrad; Ali Ahmadi; Massoud Babaie-Zadeh (Multim. Tools Appl., 2017)

Compressive detection of sparse signals in additive white Gaussian noise without signal reconstruction. - Alireza Hariri; Massoud Babaie-Zadeh (Signal Process., 2017)

Relationships Between Nonlinear and Space-Variant Linear Models in Hyperspectral Image Unmixing. - Lucas Drumetz; Bahram Ehsandoust; Jocelyn Chanussot; Bertrand Rivet; Massoud Babaie-Zadeh; Christian Jutten (IEEE Signal Process. Lett., 2017)

Incoherent Unit-Norm Frame Design via an Alternating Minimization Penalty Method. - Mostafa Sadeghi; Massoud Babaie-Zadeh (IEEE Signal Process. Lett., 2017)

Invariancy of Sparse Recovery Algorithms. - Milad Kharratzadeh; Arsalan Sharif-Nassab; Massoud Babaie-Zadeh (IEEE Trans. Inf. Theory, 2017)

Blind Source Separation in Nonlinear Mixtures: Separability and a Basic Algorithm. - Bahram Ehsandoust; Massoud Babaie-Zadeh; Bertrand Rivet; Christian Jutten (IEEE Trans. Signal Process., 2017)

Multimodal Soft Nonnegative Matrix Co-Factorization for Convolutive Source Separation. - Farnaz Sedighin; Massoud Babaie-Zadeh; Bertrand Rivet; Christian Jutten (IEEE Trans. Signal Process., 2017)

Joint Low Mutual and Average Coherence Dictionary Learning. - Javad Parsa; Mostafa Sadeghi; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2018)

Learning Overcomplete Dictionaries from Markovian Data. - Saeed Akhavan; Samaneh Esmaeili; Massoud Babaie-Zadeh; Hamid Soltanian-Zadeh (SAM, 2018)

Sparse Signal Recovery Using Iterative Proximal Projection. - Fateme Ghayem; Mostafa Sadeghi; Massoud Babaie-Zadeh; Saikat Chatterjee; Mikael Skoglund; Christian Jutten (IEEE Trans. Signal Process., 2018)

A New Algorithm for Dictionary Learning Based on Convex Approximation. - Javad Parsa; Mostafa Sadeghi; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2019)

LOSoft: ℓ0 Minimization via Soft Thresholding. - Mostafa Sadeghi; Fateme Ghayem; Massoud Babaie-Zadeh; Saikat Chatterjee; Mikael Skoglund; Christian Jutten (EUSIPCO, 2019)

Text Mining with Constrained Tensor Decomposition. - Elaheh Sobhani; Pierre Comon; Christian Jutten; Massoud Babaie-Zadeh (LOD, 2019)

K-Graphs: An Algorithm for Graph Signal Clustering and Multiple Graph Learning. - Hesam Araghi; Mohammad Sabbaqi; Massoud Babaie-Zadeh (IEEE Signal Process. Lett., 2019)

Dynamic K-Graphs: an Algorithm for Dynamic Graph Learning and Temporal Graph Signal Clustering. - Hesam Araghi; Massoud Babaie-Zadeh; Sophie Achard (EUSIPCO, 2020)

New Dictionary Learning Methods for Two-Dimensional Signals. - Firooz Shahriari-Mehr; Javad Parsa; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2020)

A Novel Pruning Approach for Bagging Ensemble Regression Based on Sparse Representation. - Amir Ehsan Khorashadi-Zadeh; Massoud Babaie-Zadeh; Christian Jutten (ICASSP, 2020)

Low Mutual and Average Coherence Dictionary Learning Using Convex Approximation. - Javad Parsa; Mostafa Sadeghi; Massoud Babaie-Zadeh; Christian Jutten (ICASSP, 2020)

Dictionary learning with low mutual coherence constraint. - Mostafa Sadeghi; Massoud Babaie-Zadeh (Neurocomputing, 2020)

A part-level learning strategy for JPEG image recompression detection. - Ali Taimori; Farbod Razzazi; Alireza Behrad; Ali Ahmadi; Massoud Babaie-Zadeh (Multim. Tools Appl., 2021)

CorrIndex: A permutation invariant performance index. - Elaheh Sobhani; Pierre Comon; Christian Jutten; Massoud Babaie-Zadeh (Signal Process., 2022)

Optimal Sensor Placement for Source Separation with Noisy Measurements. - Mohammad Sadeghi; Bertrand Rivet; Massoud Babaie-Zadeh (EUSIPCO, 2023)

Graph Signal Separation Based on Smoothness or Sparsity in the Frequency Domain. - Sara Mohammadi; Massoud Babaie-Zadeh; Dorina Thanou (IEEE Trans. Signal Inf. Process. over Networks, 2023)

A Closed-Form Solution for Graph Signal Separation Based on Smoothness. - Mohammad-Hassan Ahmad Yarandi; Massoud Babaie-Zadeh (IEEE Trans. Signal Inf. Process. over Networks, 2023)

An Improved GraDe Method for Blind Separation of Graph Signals. - Mohammad Sadeghi; Massoud Babaie-Zadeh (IEEE Trans. Signal Process., 2023)

An outlier-robust smoothness-based graph learning approach. - Hesam Araghi; Massoud Babaie-Zadeh (Signal Process., 2023)

A fast dictionary-learning-based classification scheme using undercomplete dictionaries. - Saeed Mohseni-Sehdeh; Massoud Babaie-Zadeh (Signal Process., 2023)

A New Approach for Graph Signal Separation Based on Smoothness. - Mohammad-Hassan Ahmad Yarandi; Massoud Babaie-Zadeh (IEEE Trans. Signal Process., 2024)

Enhancing source separation quality via optimal sensor placement in noisy environments. - Mohammad Sadeghi; Bertrand Rivet; Massoud Babaie-Zadeh (Signal Process., 2025)