1 code implementation • 30th National Conference on Communications (NCC) 2024 • Divyam Goel, Saurabh Khanna
Hyperspectral Unmixing (HSU) refers to the procedure of decomposing measured pixel spectra into a set of constituent spectral signatures known as endmembers and a corresponding set of fractional mixing ratios.
no code implementations • 19 Jul 2023 • Keeley Erhardt, Saurabh Khanna
Only in Russia and China do Google competitors claim more market share, with approximately 60% of Internet users in Russia preferring Yandex (compared to 40% in favor of Google) and more than 80% of China's Internet users accessing Baidu as of 2022.
1 code implementation • ICLR 2020 • Saurabh Khanna, Vincent Y. F. Tan
We make a case that the network topology of Granger causal relations is directly inferrable from a structured sparse estimate of the internal parameters of the SRU networks trained to predict the processes$'$ time series measurements.
no code implementations • 9 Jul 2015 • Saurabh Khanna, Chandra R. Murthy
This work proposes a decentralized, iterative, Bayesian algorithm called CB-DSBL for in-network estimation of multiple jointly sparse vectors by a network of nodes, using noisy and underdetermined linear measurements.