Online learning with inexact proximal online gradient descent algorithms R Dixit, AS Bedi, R Tripathi, K Rajawat IEEE Transactions on Signal Processing 67 (5), 1338-1352, 2019 | 106 | 2019 |
Resource allocation and fairness in wireless powered cooperative cognitive radio networks SS Kalamkar, JP Jeyaraj, A Banerjee, K Rajawat IEEE Transactions on Communications 64 (8), 3246-3261, 2016 | 91 | 2016 |
Asynchronous optimization over heterogeneous networks via consensus ADMM S Kumar, R Jain, K Rajawat IEEE Transactions on Signal and Information Processing over Networks 3 (1 …, 2016 | 63 | 2016 |
Stem: A stochastic two-sided momentum algorithm achieving near-optimal sample and communication complexities for federated learning P Khanduri, P Sharma, H Yang, M Hong, J Liu, K Rajawat, P Varshney Advances in Neural Information Processing Systems 34, 6050-6061, 2021 | 60 | 2021 |
Cross-layer designs in coded wireless fading networks with multicast K Rajawat, N Gatsis, GB Giannakis IEEE/ACM Transactions on Networking 19 (5), 1276-1289, 2011 | 45 | 2011 |
Tracking moving agents via inexact online gradient descent algorithm AS Bedi, P Sarma, K Rajawat IEEE Journal of Selected Topics in Signal Processing 12 (1), 202-217, 2018 | 44 | 2018 |
Prediction of partially observed dynamical processes over networks via dictionary learning PA Forero, K Rajawat, GB Giannakis IEEE Transactions on Signal Processing 62 (13), 3305-3320, 2014 | 40 | 2014 |
Consistent online gaussian process regression without the sample complexity bottleneck A Koppel, H Pradhan, K Rajawat Statistics and Computing 31, 1-18, 2021 | 39 | 2021 |
Dynamic network cartography: Advances in network health monitoring G Mateos, K Rajawat IEEE Signal Processing Magazine 30 (3), 129-143, 2013 | 39 | 2013 |
Asynchronous saddle point algorithm for stochastic optimization in heterogeneous networks AS Bedi, A Koppel, K Rajawat IEEE Transactions on Signal Processing 67 (7), 1742-1757, 2019 | 36* | 2019 |
Asynchronous incremental stochastic dual descent algorithm for network resource allocation AS Bedi, K Rajawat IEEE Transactions on Signal Processing 66 (9), 2229-2244, 2018 | 36 | 2018 |
Asynchronous online learning in multi-agent systems with proximity constraints AS Bedi, A Koppel, K Rajawat IEEE Transactions on Signal and Information Processing over Networks 5 (3 …, 2019 | 35* | 2019 |
Cooperative localization of mobile networks via velocity-assisted multidimensional scaling S Kumar, R Kumar, K Rajawat IEEE Transactions on Signal Processing 64 (7), 1744-1758, 2015 | 35 | 2015 |
Online learning over dynamic graphs via distributed proximal gradient algorithm R Dixit, AS Bedi, K Rajawat IEEE Transactions on Automatic Control 66 (11), 5065-5079, 2020 | 31 | 2020 |
A low complexity symbol timing estimator for MIMO systems using two samples per symbol K Rajawat, AK Chaturvedi IEEE Communications Letters 10 (7), 525-527, 2006 | 29 | 2006 |
Modified re-iterated Kalman filter for handling delayed and lost measurements in power system state estimation I Mohammed, SJ Geetha, SS Shinde, K Rajawat, S Chakrabarti IEEE Sensors Journal 20 (7), 3946-3955, 2019 | 27 | 2019 |
Adaptive low-rank matrix completion R Tripathi, B Mohan, K Rajawat IEEE Transactions on Signal Processing 65 (14), 3603-3616, 2017 | 26 | 2017 |
FedNew: A communication-efficient and privacy-preserving Newton-type method for federated learning A Elgabli, CB Issaid, AS Bedi, K Rajawat, M Bennis, V Aggarwal International conference on machine learning, 5861-5877, 2022 | 25 | 2022 |
Advances in spectrum sensing and cross-layer design for cognitive radio networks SJ Kim, E Dall’Anese, JA Bazerque, K Rajawat, GB Giannakis Academic Press Library in Signal Processing 2, 471-502, 2014 | 25 | 2014 |
Robust distribution system state estimation with hybrid measurements C Santhosh Kumar, K Rajawat, S Chakrabarti, BC Pal IET Generation, Transmission & Distribution 14 (16), 3250-3259, 2020 | 24 | 2020 |