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researcher

Arno Blaas

19 papers hereh-index 10334 citations26 works total

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

author position
  • first author4
  • middle author11
  • last author2

Across the 17 of 19 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.CL5
  • stat.ML4
  • cs.AI1
  • cs.CR1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedAdversarial Robustness Guarantees for Classification with Gaussian Processes

8 citations · 23 across the 18 of their papers we have counts for

collaborators
Showing 2024 · stat.MLShow all

1 paper · 2 filters

stat.ML2024★ 1 cited

Considerations for Distribution Shift Robustness of Diagnostic Models in Healthcare

Arno Blaas, Adam Goliński, Andrew Miller +3

We consider robustness to distribution shifts in the context of diagnostic models in healthcare, where the prediction target Y, e.g., the presence of a disease, is causally upstr…

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