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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
682*2015
Pytorch distributed: Experiences on accelerating data parallel training
S Li, Y Zhao, R Varma, O Salpekar, P Noordhuis, T Li, A Paszke, J Smith, ...
arXiv preprint arXiv:2006.15704, 2020
4132020
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
1332016
Pytorch FSDP: experiences on scaling fully sharded data parallel
Y Zhao, A Gu, R Varma, L Luo, CC Huang, M Xu, L Wright, H Shojanazeri, ...
arXiv preprint arXiv:2304.11277, 2023
502023
Signal representations on graphs: Tools and applications
S Chen, R Varma, A Singh, J Kovačević
arXiv preprint arXiv:1512.05406, 2015
402015
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
382015
Representations of Piecewise Smooth Signals on Graphs
S Chen, R Varma, A Singh, J Kovacevic
36*
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
332019
Spectrum-blind signal recovery on graphs
R Varma, S Chen, J Kovačević
2015 IEEE 6th International Workshop on Computational Advances in Multi …, 2015
212015
Sampling theory for graph signals on product graphs
RA Varma, J Kovacevic
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018
122018
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
122016
Reconstructing cancer drug response networks using multitask learning
M Ruffalo, P Stojanov, VK Pillutla, R Varma, Z Bar-Joseph
BMC Systems Biology 11, 1-15, 2017
102017
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
102015
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
82018
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
62017
Pytorch distributed: experiences on accelerating data parallel training. CoRR abs/2006.15704 (2020)
S Li, Y Zhao, R Varma, O Salpekar, P Noordhuis, T Li, A Paszke, J Smith, ...
62006
Shen Li
Y Zhao, A Gu, R Varma, L Luo, CC Huang, M Xu, L Wright, H Shojanazeri, ...
Pytorch fsdp: Experiences on scaling fully sharded data parallel, 2023
52023
Random sampling for bandlimited signals on product graphs
R Varma, J Kovačević
2019 13th International conference on Sampling Theory and Applications …, 2019
42019
PyTorch RPC: Distributed Deep Learning Built on Tensor-Optimized Remote Procedure Calls
P Damania, S Li, A Desmaison, A Azzolini, B Vaughan, E Yang, ...
Proceedings of Machine Learning and Systems 5, 2023
32023
Smooth signal recovery on product graphs
R Varma, J Kovačević
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
32019
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