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researcher

Nickolas Stathas

2 papers hereh-index 280 citations2 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

most citedAccelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining

21 citations · 23 across the 2 of their papers we have counts for

collaborators

2 papers

cs.RO2024★ 2 cited

Fast and Modular Autonomy Software for Autonomous Racing Vehicles

Andrew Saba, Aderotimi Adetunji, Adam Johnson +27

Autonomous motorsports aim to replicate the human racecar driver with software and sensors. As in traditional motorsports, Autonomous Racing Vehicles (ARVs) are pushed to their han…

cs.LG2021★ 21 cited

Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining

Tim Kaler, Nickolas Stathas, Anne Ouyang +4

Improving the training and inference performance of graph neural networks (GNNs) is faced with a challenge uncommon in general neural networks: creating mini-batches requires a lot…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.