Concepedia

Rohan Varma

RV

12

Publications

1.4K

Citations

11

H-Index

2015

Active since

Affiliations

Carnegie Mellon University(Current)

Rohan Varma is an author at Carnegie Mellon University specializing in engineering, data science, and signal processing.

Top concepts

EngineeringData ScienceSignal ProcessingGraph TheoryComputer ScienceMachine LearningNetwork AnalysisDeep LearningParallel ComputingComputer Engineering

Publications per year

2015–2023

12

Publications

12

Discrete Signal Processing on Graphs: Sampling Theory

Siheng Chen, Rohan Varma, Aliaksei Sandryhaila et al. · IEEE Transactions on Signal Processing · 2015 · 658 citations · Full text

PyTorch distributed

Li Shen, Yanli Zhao, Rohan Varma et al. · Proceedings of the VLDB Endowment · 2020 · 406 citations

Data Parallel, Data Parallelism, Machine Learning +11

PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel

Yanli Zhao, Andrew Gu, Rohan Varma et al. · Proceedings of the VLDB Endowment · 2023 · 135 citations

Cluster Computing, Engineering, Machine Learning +17

Tales of diversity: Genomic and morphological characteristics of forty-six Arthrobacter phages

Karen K. Klyczek, J. Alfred Bonilla, Deborah Jacobs‐Sera et al. · PLoS ONE · 2017 · 43 citations · Full text

Biology, Temperate Phages, Microbial Systematics +14

Vector-Valued Graph Trend Filtering With Non-Convex Penalties

Rohan Varma, Harlin Lee, Jelena Kovačević et al. · IEEE Transactions on Signal and Information Processing over Networks · 2020 · 36 citations · Full text

Graph Sparsity, Statistical Signal Processing, Engineering +12

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