Rohan Varma
Rohan Varma
Graduate Student, Carnegie Mellon University
Verified email at andrew.cmu.edu - Homepage
Title
Cited by
Cited by
Year
Discrete Signal Processing on Graphs: Sampling Theory
S Chen, R Varma, A Sandryhaila, J Kovacevic
Signal Processing, IEEE Transactions on 63 (24), 6510-6523, 2015
441*2015
Signal recovery on graphs: Fundamental limits of sampling strategies
S Chen, R Varma, A Singh, J Kovačević
IEEE Transactions on Signal and Information Processing over Networks 2 (4 …, 2016
952016
Signal recovery on graphs: Random versus experimentally designed sampling
S Chen, R Varma, A Singh, J Kovacević
2015 International Conference on Sampling Theory and Applications (SampTA …, 2015
342015
Signal representations on graphs: Tools and applications
S Chen, R Varma, A Singh, J Kovačević
arXiv preprint arXiv:1512.05406, 2015
282015
Representations of Piecewise Smooth Signals on Graphs
S Chen, R Varma, A Singh, J Kovacevic
23*
Spectrum-blind signal recovery on graphs
R Varma, S Chen, J Kovačević
2015 IEEE 6th International Workshop on Computational Advances in Multi …, 2015
192015
Vector-valued graph trend filtering with non-convex penalties
R Varma, H Lee, J Kovačević, Y Chi
IEEE Transactions on Signal and Information Processing over Networks 6, 48-62, 2019
92019
A statistical perspective of sampling scores for linear regression
S Chen, R Varma, A Singh, J Kovačcević
2016 IEEE International Symposium on Information Theory (ISIT), 1556-1560, 2016
82016
Energy-efficient route planning for autonomous aerial vehicles based on graph signal recovery
T Ji, S Chen, R Varma, J Kovačević
2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015
82015
Sampling Theory for Graph Signals on Product Graphs
RA Varma, J Kovacevic
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018
62018
Rakeness-based compressed sensing of multiple-graph signals for IoT applications
M Mangia, F Pareschi, R Varma, R Rovatti, J Kovačević, G Setti
IEEE Transactions on Circuits and Systems II: Express Briefs 65 (5), 682-686, 2018
62018
Reconstructing cancer drug response networks using multitask learning
M Ruffalo, P Stojanov, VK Pillutla, R Varma, Z Bar-Joseph
BMC systems biology 11 (1), 96, 2017
62017
Random Sampling for Bandlimited Signals on Product Graphs
R Varma, J Kovačević
2019 13th International conference on Sampling Theory and Applications …, 2019
22019
Improving graph trend filtering with non-convex penalties
R Varma, H Lee, Y Chi, J Kovačević
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
22019
Graph topology recovery for regular and irregular graphs
R Varma, S Chen, J Kovačević
2017 IEEE 7th International Workshop on Computational Advances in Multi …, 2017
22017
Smooth signal recovery on product graphs
R Varma, J Kovačević
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
12019
Exploiting Structure In Data: Sampling and Signal Processing on Graphs
R Varma
Carnegie Mellon University, 2020
2020
Implementing Ethics: Developing Trustworthy AI at PyCon 2020
C Smith
Carnegie Mellon University, 2020
2020
Passive and Active Sampling for Piecewise-Smooth Graph Signals
R Varma, J Kovačević
2019 13th International conference on Sampling Theory and Applications …, 2019
2019
Improving Graph Trend Filtering with Non-Convex Penalties
Y Chi, H Lee, R Varma, J Kovačević
2019
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