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Saurabh Khanna

Observed name: Khanna, Saurabh
ORCID: 0000-0003-4276-3949
Observed ORCID: 0000-0003-4276-3949
OpenAlex ID: A5011671147
Decentralized Joint-Sparse Signal Recovery: A Sparse Bayesian Learning Approach
2016 · Saurabh Khanna, Chandra R. Murthy · IEEE Transactions on Signal and Information Processing over Networks · 37
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Communication-Efficient Decentralized Sparse Bayesian Learning of Joint Sparse Signals
2016 · Saurabh Khanna, Chandra R. Murthy · IEEE Transactions on Signal and Information Processing over Networks · 17
On the Restricted Isometry of the Columnwise Khatri–Rao Product
2017 · Saurabh Khanna, Chandra R. Murthy · IEEE Transactions on Signal Processing · 15
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On the Support Recovery of Jointly Sparse Gaussian Sources via Sparse Bayesian Learning
2022 · Saurabh Khanna, Chandra R. Murthy · IEEE Transactions on Information Theory · 14
Rényi divergence based covariance matching pursuit of joint sparse support
2017 · Saurabh Khanna, Chandra R. Murthy · IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) · 11
Sparse Recovery From Multiple Measurement Vectors Using Exponentiated Gradient Updates
2018 · Saurabh Khanna, Chandra Ramabhadra Murthy · IEEE Signal Processing Letters · 9
On the Support Recovery of Jointly Sparse Gaussian Sources using Sparse Bayesian Learning
2017 · Khanna, Saurabh, Murthy, Chandra R. · arXiv (Cornell University) · 9
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Corrections to “On the Restricted Isometry of the Columnwise Khatri–Rao Product” [Mar 18 1170-1183]
2019 · Saurabh Khanna, Chandra Ramabhadra Murthy · IEEE Transactions on Signal Processing · 4
Techniques to enhance GNSS signal acquisition and tracking sensitivity
2013 · Jawaharlal Tangudu, Karthik Ramasubramanian, et al. · International Conference on Indoor Positioning and Indoor Navigation · 4
Semi-NMF Regularization-Based Autoencoder Training for Hyperspectral Unmixing
2024 · Divyam Goel, Saurabh Khanna · National Conference on Communications · 2
Proximal Subgradient Descent Method for Cancelling Cross-Interference in FMCW Radars
2023 · Manmohan Singhal, Saurabh Khanna · 2
Decentralized Bayesian learning of jointly sparse signals
2014 · Saurabh Khanna, Chandra R. Murthy · Globecom · 2
Sparsity-aware Bayesian inference and its applications
2022 · Geethu Joseph, Saurabh Khanna, et al. · Handbook of statistics · 1
Number of Sources Uncertainty in Blind Source Separation. Application to EMG Signal Processing
2007 · Hichem Snoussi, Saurabh Khanna, et al. · Conference proceedings · 1
Desketching of R-Separable Matrices From Compressive Linear Measurements
2023 · Neha Singh, Saurabh Khanna · IEEE International Workshop on Machine Learning for Signal Processing (MLSP)
Bayesian Techniques for Joint Sparse Signal Recovery: Theory and Algorithms
2021 · Saurabh Khanna
On the Restricted Isometry of the Columnwise Khatri-Rao Product (vol 66, pg 1170, 2018)
2019 · Saurabh Khanna, Chandra R. Murthy · NOT FOUND REPOSITORY (Indian Institute of Science Bangalore)
Consensus based Decentralized Sparse Bayesian Learning for Joint Sparse Signal Recovery.
2015 · Saurabh Khanna, Chandra R. Murthy
Works count: 18
Citation count: 128
H-index: 7
I10-index: 5
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