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ORCIDSandeep Kumar 0005
Person information
- affiliation: Hong Kong University of Science and Technology, Department of Electronics and Communication Engineering, Hong Kong
- affiliation (PhD 2017): Indian Institute of Technology Kanpur, Department of Electrical Engineering, India
Other persons with the same name
- Sandeep Kumar — disambiguation page
- Sandeep Kumar 0001
![[0000-0003-4125-4165]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-4125-4165")
(aka: Sandeep Kumar Poonia) — Jagannath University, Chaksu, Jaipur, Rajasthan, India - Sandeep Kumar 0002 — Indraprastha Institute of Information Technology (IIIT-D), Delhi, India
- Sandeep Kumar 0003 — National Institute of Technology Karnataka, India (and 2 more)
- Sandeep Kumar 0004 — Indian Institute of Technology Roorkee, Department of Computer Science and Engineering, India
- Sandeep Kumar 0006 — Bharat Electronics Ltd., Ghaziabad, India (and 1 more)
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Journal Articles
- 2021
[j8]Arnaud Breloy, Sandeep Kumar, Ying Sun, Daniel P. Palomar:
Majorization-Minimization on the Stiefel Manifold With Application to Robust Sparse PCA. IEEE Trans. Signal Process. 69: 1507-1520 (2021)- 2020
- [j7]Sandeep Kumar, Jiaxi Ying, José Vinícius de Miranda Cardoso, Daniel P. Palomar:
A Unified Framework for Structured Graph Learning via Spectral Constraints. J. Mach. Learn. Res. 21: 22:1-22:60 (2020) - [j6]Rui Zhou, Junyan Liu, Sandeep Kumar, Daniel P. Palomar:
Student's $t$ VAR Modeling With Missing Data Via Stochastic EM and Gibbs Sampling. IEEE Trans. Signal Process. 68: 6198-6211 (2020) - 2019
- [j5]Junyan Liu, Sandeep Kumar, Daniel P. Palomar:
Parameter Estimation of Heavy-Tailed AR Model With Missing Data Via Stochastic EM. IEEE Trans. Signal Process. 67(8): 2159-2172 (2019) - [j4]Licheng Zhao, Yiwei Wang, Sandeep Kumar, Daniel P. Palomar:
Optimization Algorithms for Graph Laplacian Estimation via ADMM and MM. IEEE Trans. Signal Process. 67(16): 4231-4244 (2019) - 2017
- [j3]Sandeep Kumar, Rahul Jain, Ketan Rajawat:
Asynchronous Optimization Over Heterogeneous Networks Via Consensus ADMM. IEEE Trans. Signal Inf. Process. over Networks 3(1): 114-129 (2017) - [j2]Ketan Rajawat, Sandeep Kumar:
Stochastic Multidimensional Scaling. IEEE Trans. Signal Inf. Process. over Networks 3(2): 360-375 (2017) - 2016
- [j1]Sandeep Kumar, Raju Kumar, Ketan Rajawat:
Cooperative Localization of Mobile Networks Via Velocity-Assisted Multidimensional Scaling. IEEE Trans. Signal Process. 64(7): 1744-1758 (2016)
Conference and Workshop Papers
- 2024
- [c12]Manoj Kumar, Sandeep Kumar:
Unveiling Graph Structures for Machine Learning: Learning, Structuring, and Coarsening. COMAD/CODS 2024: 484-488 - 2023
- [c11]Hugo Brehier, Arnaud Breloy, Mohammed Nabil El Korso, Sandeep Kumar:
Robust and Globally Sparse Pca via Majorization-Minimization and Variable Splitting. ICASSP 2023: 1-5 - [c10]José Vinícius de Miranda Cardoso, Jiaxi Ying, Sandeep Kumar, Daniel P. Palomar:
Estimating Normalized Graph Laplacians in Financial Markets. ICASSP 2023: 1-5 - 2021
- [c9]Rui Zhou, Junyan Liu, Sandeep Kumar, Daniel P. Palomar:
Parameter Estimation for Student's t VAR Model with Missing Data. ICASSP 2021: 5145-5149 - 2019
- [c8]Sandeep Kumar, Jiaxi Ying, José Vinícius de Miranda Cardoso, Daniel P. Palomar:
Bipartite Structured Gaussian Graphical Modeling via Adjacency Spectral Priors. ACSSC 2019: 322-326 - [c7]Rui Zhou, Junyan Liu, Sandeep Kumar, Daniel P. Palomar:
Robust Factor Analysis Parameter Estimation. EUROCAST (2) 2019: 3-11 - [c6]Junyan Liu, Sandeep Kumar, Daniel P. Palomar:
Parameter Estimation of Heavy-Tailed AR(p) Model from Incomplete Data. EUSIPCO 2019: 1-5 - [c5]Sandeep Kumar, Jiaxi Ying, José Vinícius de Miranda Cardoso, Daniel P. Palomar:
Structured Graph Learning Via Laplacian Spectral Constraints. NeurIPS 2019: 11647-11658 - 2018
- [c4]Junyan Liu, Sandeep Kumar, Daniel P. Palomar:
Parameter Estimation of Heavy-Tailed Random Walk Model from Incomplete Data. ICASSP 2018: 4439-4443 - 2017
- [c3]Sandeep Kumar, Ketan Rajawat:
Distributed asynchronous localization over WSNs via non-convex consensus ADMM. NCC 2017: 1-6 - 2016
- [c2]Sandeep Kumar, Ketan Rajawat:
Distributed interference alignment for MIMO cellular network via consensus ADMM. GlobalSIP 2016: 460-464 - 2015
- [c1]Sandeep Kumar, Ketan Rajawat:
Velocity-assisted multidimensional scaling. SPAWC 2015: 570-574
Informal and Other Publications
- 2019
- [i5]Sandeep Kumar, Jiaxi Ying, José Vinícius de Miranda Cardoso, Daniel P. Palomar:
A Unified Framework for Structured Graph Learning via Spectral Constraints. CoRR abs/1904.09792 (2019) - [i4]Sandeep Kumar, Ketan Rajawat, Daniel P. Palomar:
Distributed Inexact Successive Convex Approximation ADMM: Analysis-Part I. CoRR abs/1907.08969 (2019) - [i3]Sandeep Kumar, Jiaxi Ying, José Vinícius de Miranda Cardoso, Daniel P. Palomar:
Structured Graph Learning Via Laplacian Spectral Constraints. CoRR abs/1909.11594 (2019) - 2016
- [i2]Sandeep Kumar, Rahul Jain, Ketan Rajawat:
Asynchronous Optimization Over Heterogeneous Networks via Consensus ADMM. CoRR abs/1605.00076 (2016) - [i1]Ketan Rajawat, Sandeep Kumar:
Stochastic Multidimensional Scaling. CoRR abs/1612.07089 (2016)
Coauthor Index
aka: Daniel P. Palomar
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