Concepedia

Sandeep Kumar

SK

Statistics

Publications

13

Citations

386

H-Index

11

Active since

2003

Affiliations

Hong Kong University of Science and Technology(Current)

Indian Institute of Technology Kanpur

Indian Institute of Technology Delhi

University of Hong Kong

Sandeep Kumar is an author at Hong Kong University of Science and Technology specializing in computing, machine learning, and computer science.

Publications per year

2003–2024

13

Publications

13

Parameter Estimation of Heavy-Tailed AR Model With Missing Data Via Stochastic EM

Junyan Liu, Sandeep Kumar, Daniel P. Palomar · IEEE Transactions on Signal Processing · 2019 · 50 citations · Full text

Business, Finance, Financial Econometrics +14

A Unified Framework for Structured Graph Learning via Spectral Constraints

Sandeep Kumar, Jiaxi Ying, José Vinícius de Miranda Cardoso et al. · arXiv (Cornell University) · 2019 · 50 citations · Full text

Computing, Computer Science, Machine Learning +13

Optimization Algorithms for Graph Laplacian Estimation via ADMM and MM

Licheng Zhao, Yiwei Wang, Sandeep Kumar et al. · IEEE Transactions on Signal Processing · 2019 · 46 citations

Computing, Computer Science, Algorithms +14

Cooperative Localization of Mobile Networks Via Velocity-Assisted Multidimensional Scaling

Sandeep Kumar, Raju Suresh Kumar, Ketan Rajawat · IEEE Transactions on Signal Processing · 2015 · 38 citations

Computing, Computer Systems, Distributed Systems +16

Majorization-Minimization on the Stiefel Manifold With Application to Robust Sparse PCA

Arnaud Breloy, Sandeep Kumar, Ying Sun et al. · IEEE Transactions on Signal Processing · 2021 · 38 citations · Full text

Computing, Computer Science, Machine Learning +16

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