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researcher

N. Benjamin Erichson

University of Pittsburgh

43 papers hereh-index 262.6k citations78 works total

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

author position
  • first author8
  • middle author18
  • last author14

Across the 40 of 43 papers where every author was matched, so the position is known.

fields
  • cs.LG21
  • stat.ML7
  • cs.CR3
  • physics.comp-ph3
  • cs.CL2
  • cs.CV2
affiliations
  • University of Pittsburgh

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedPhysics-informed Autoencoders for Lyapunov-stable Fluid Flow Prediction

71 citations · 131 across the 28 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 5 cited

NoisyMix: Boosting Model Robustness to Common Corruptions

N. Benjamin Erichson, Soon Hoe Lim, Winnie Xu +3

For many real-world applications, obtaining stable and robust statistical performance is more important than simply achieving state-of-the-art predictive test accuracy, and thus ro…

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