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Sandeep Kumar
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Cited by
Year
A Unified Framework for Structured Graph Learning via Spectral Constraints
S Kumar, J Ying, JV Cardoso, DP Palomar
Journal of Machine Learning Research (JMLR) 21 (22), 1-60, 2020
1342020
Structured Graph Learning via Laplacian Spectral Constraints
S Kumar, J Ying, JVM Cardoso, D Palomar
Advances in Neural Information Processing System (NeurIPS 2019), 2019
752019
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 …, 2017
702017
Optimization Algorithms on Graph Laplacian Estimation via ADMM and MM
L Zhao, Y Wang, S Kumar, DP Palomar
IEEE Transactions on Signal Processing 67 (16), 4231 - 4244, 2019
492019
Parameter Estimation of Heavy-Tailed AR Model with Missing Data via Stochastic EM
J Liu, S Kumar, DP Plaomar
IEEE Transactions on Signal Processing 67 (8), 2159-2172, 2019
492019
Majorization-Minimization on the Stiefel Manifold with Application to Robust Sparse PCA
A Berloy, S Kumar, S Ying, D Palomar
IEEE Transactions on Signal Processing, 2021
372021
Cooperative Localization of Mobile Networks via Velocity-Assisted Multidimensional Scaling
Sandeep Kumar, Raju Kumar, and Ketan Rajawat
IEEE Transactions on Signal Processing 64 (7), 1744--1758, 2016
34*2016
Stochastic Multidimensional Scaling
K Rajawat, S Kumar
IEEE Transactions on Signal and Information Processing over Networks, 2017
242017
Student’s t VAR Modeling with Missing Data via Stochastic EM and Gibbs Sampling
R Zhou, J Liu, S Kumar, DP Palomar
IEEE Transactions on Signal Processing, 2020
192020
Featured Graph Coarsening with Similarity Guarantees
M Kumar, A Sharma, S Saxena, S Kumar
International Conference on Machine Learning (ICML) 2023 40, 2023
162023
"No prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation
N Aggarwal, A Sirohi, S Kumar, and Jayadeva
The 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024 …, 2024
142024
A Unified Framework for Optimization-Based Graph Coarsening
M Kumar, A Sharma, S Kumar
The Journal of Machine Learning Research (JMLR), 2023
122023
A miniaturized dual-resonator-based high-capacity chipless radio frequency identification tag sensor
SK Gupta, S Kumar, A Sharma
IEEE Sensors Letters 6 (11), 1-4, 2022
92022
Robust graph neural networks using weighted graph laplacian
B Runwal, S Kumar
arXiv preprint arXiv:2208.01853, 2022
72022
Parameter Estimation of Heavy-Tailed AR(P) Model from Incomplete Data
J Liu, S Kumar, DP Plaomar
European Signal Processing Conference, 2019, 2019
62019
Shed lay-out affects physiological responses and semen quality of crossbred bulls during summer season
AS Sirohi, N Chand, S Tyagi, S Kumar, A Sharma, CP SINGH
The Indian Journal of Animal Sciences 87 (3), 361-365, 2017
62017
Identification of HPr kinase/phosphorylase inhibitors: novel antimicrobials against resistant Enterococcus faecalis
S Kumar, R Bhadane, S Shandilya, OMH Salo-Ahen, S Kapila
Journal of Computer-Aided Molecular Design 36 (7), 507-520, 2022
52022
Multi-product economic inventory policy with time varying power demand, shortages and complete backordering
S Kumar, M Kumar, M Sahni
Universal Journal of Accounting and Finance 9, 98-104, 2021
52021
Bipartite Structured Gaussian Graphical Modelling via Adjacency Spectral Priors
S Kumar, J Ying, VDM Cardoso, Jose, D Palomar
IEEE Asilomar Conference on Signals, Systems & Computers, 2019
42019
Distributed interference alignment for MIMO cellular network via consensus ADMM
S Kumar, K Rajawat
2016 IEEE Global Conference on Signal and Information Processing, 2016
42016
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