Rohan Varma

Orcid: 0000-0002-4635-7334

According to our database1, Rohan Varma authored at least 21 papers between 2015 and 2024.

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Bibliography

2024
Efficient Virtual Machine Placement Strategy Based on Enhanced Genetic Approach.
SN Comput. Sci., June, 2024

2023
PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.
Proc. VLDB Endow., 2023

PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.
CoRR, 2023


2022
SMA-LinR: An Energy and SLA-Aware Autonomous Management of Virtual Machines.
Int. J. Cloud Appl. Comput., 2022

2020
Vector-Valued Graph Trend Filtering With Non-Convex Penalties.
IEEE Trans. Signal Inf. Process. over Networks, 2020

PyTorch Distributed: Experiences on Accelerating Data Parallel Training.
Proc. VLDB Endow., 2020

2019
Improving Graph Trend Filtering with Non-convex Penalties.
Proceedings of the IEEE International Conference on Acoustics, 2019

Smooth Signal Recovery on Product Graphs.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Rakeness-Based Compressed Sensing of Multiple-Graph Signals for IoT Applications.
IEEE Trans. Circuits Syst. II Express Briefs, 2018

Sampling Theory for Graph Signals on Product Graphs.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017
Reconstructing cancer drug response networks using multitask learning.
BMC Syst. Biol., 2017

Graph topology recovery for regular and irregular graphs.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016
Signal Recovery on Graphs: Fundamental Limits of Sampling Strategies.
IEEE Trans. Signal Inf. Process. over Networks, 2016

A statistical perspective of sampling scores for linear regression.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Representations of piecewise smooth signals on graphs.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Discrete Signal Processing on Graphs: Sampling Theory.
IEEE Trans. Signal Process., 2015

Signal Representations on Graphs: Tools and Applications.
CoRR, 2015

Signal Recovery on Graphs: Random versus Experimentally Designed Sampling.
CoRR, 2015

Spectrum-blind signal recovery on graphs.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

Energy-efficient route planning for autonomous aerial vehicles based on graph signal recovery.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015


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