Concepedia

Roger Waleffe

RW

4

Publications

65

Citations

4

H-Index

2019

Active since

Affiliations

University of Wisconsin–Madison(Current)

Roger Waleffe is an author at University of Wisconsin–Madison specializing in engineering, deep learning, and parallel computing.

Top concepts

EngineeringPhysicsAstrophysicsData ScienceGraph TheoryDeep LearningGpu ComputingSpace WeatherComputer ScienceGraph Processing

Publications per year

2019–2023

4

Publications

4

MariusGNN: Resource-Efficient Out-of-Core Training of Graph Neural Networks

Roger Waleffe, Jason Mohoney, Theodoros Rekatsinas et al. · 2023 · 30 citations

Graph Neural Networks, Engineering, Graph Theory +12

A laboratory model for the Parker spiral and magnetized stellar winds

Ethan Peterson, Douglass Endrizzi, Matthew Beidler et al. · Nature Physics · 2019 · 15 citations · Full text

Engineering, Parker Spiral, Physics +9

Marius: Learning Massive Graph Embeddings on a Single Machine

Jason Mohoney, Roger Waleffe, Yiheng Xu et al. · arXiv (Cornell University) · 2021 · 10 citations · Full text

Engineering nonlinear epileptic biomarkers using deep learning and Benford’s law

Joseph Caffarini, Klevest Gjini, Brinda Sevak et al. · Scientific Reports · 2022 · 10 citations · Full text

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