Saurabh Khanna

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 17

Top Topics

Granger Causality

Matching Pursuit

Signal Recovery

Sparse Bayesian Learning

Top Venues

IEEE Trans. Signal Process.

IEEE Trans. Signal Inf. Process. over Networks

IEEE Signal Process. Lett.

Publications

Divyam Goel, Saurabh Khanna
Semi-NMF Regularization-Based Autoencoder Training for Hyperspectral Unmixing. NCC (2024)
Keeley Erhardt, Saurabh Khanna
Who Provides the Largest Megaphone? The Role of Google News in Promoting Russian State-Affiliated News Sources. CoRR (2023)
Neha Singh, Saurabh Khanna
Desketching of R-Separable Matrices From Compressive Linear Measurements. MLSP (2023)
Manmohan Singhal, Saurabh Khanna
Proximal Subgradient Descent Method for Cancelling Cross-Interference in FMCW Radars. SSP (2023)
Saurabh Khanna, Jon Ball, Juan Pablo Alperin, John Willinsky
Recalibrating the scope of scholarly publishing: A modest step in a vast decolonization process. Quant. Sci. Stud. 3 (4) (2022)
Saurabh Khanna, Chandra R. Murthy
On the Support Recovery of Jointly Sparse Gaussian Sources via Sparse Bayesian Learning. IEEE Trans. Inf. Theory 68 (11) (2022)
Saurabh Khanna, Vincent Y. F. Tan
Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality. ICLR (2020)
Saurabh Khanna, Chandra Ramabhadra Murthy
Corrections to "On the Restricted Isometry of the Columnwise Khatri-Rao Product". IEEE Trans. Signal Process. 67 (9) (2019)
Saurabh Khanna, Vincent Y. F. Tan
Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality. CoRR (2019)
Saurabh Khanna, Chandra R. Murthy
On the Restricted Isometry of the Columnwise Khatri-Rao Product. IEEE Trans. Signal Process. 66 (5) (2018)
Saurabh Khanna, Chandra R. Murthy
Sparse Recovery From Multiple Measurement Vectors Using Exponentiated Gradient Updates. IEEE Signal Process. Lett. 25 (10) (2018)
Saurabh Khanna, Chandra R. Murthy
Communication-Efficient Decentralized Sparse Bayesian Learning of Joint Sparse Signals. IEEE Trans. Signal Inf. Process. over Networks 3 (3) (2017)
Saurabh Khanna, Chandra R. Murthy
Decentralized Joint-Sparse Signal Recovery: A Sparse Bayesian Learning Approach. IEEE Trans. Signal Inf. Process. over Networks 3 (1) (2017)
Saurabh Khanna, Chandra R. Murthy
Rényi divergence based covariance matching pursuit of joint sparse support. SPAWC (2017)
Saurabh Khanna, Chandra R. Murthy
On the Support Recovery of Jointly Sparse Gaussian Sources using Sparse Bayesian Learning. CoRR (2017)
Saurabh Khanna, Chandra R. Murthy
On the Restricted Isometry of the Columnwise Khatri-Rao Product. CoRR (2017)
Suchi Srinivas, Saurabh Khanna, Jeenath Rahaman, Viraj Kumar
Designing a Game-Based Learning Environment to Foster Geometric Thinking. T4E (2016)
Saurabh Khanna, Chandra R. Murthy
Consensus based Decentralized Sparse Bayesian Learning for Joint Sparse Signal Recovery. CoRR (2015)
Saurabh Khanna, Chandra R. Murthy
Decentralized Bayesian learning of jointly sparse signals. GLOBECOM (2014)
Jawaharlal Tangudu, Karthik Ramasubramanian, Karthik Subburaj, Saurabh Khanna, Sunil Chomal
Techniques to enhance GNSS signal acquisition and tracking sensitivity. IPIN (2013)