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researcher

Daniel Selsam

13 papers hereh-index 1327.3k citations51 works total

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

author position
  • first author7
  • middle author1
  • last author1

Across the 9 of 13 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cs.AI2
  • cs.PL2
  • cs.CG1
  • cs.CV1
  • cs.DS1

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedDeveloping Bug-Free Machine Learning Systems With Formal Mathematics

28 citations · 41 across the 9 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

cs.SE2017★ 28 cited

Developing Bug-Free Machine Learning Systems With Formal Mathematics

Daniel Selsam, Percy Liang, David L. Dill

Noisy data, non-convex objectives, model misspecification, and numerical instability can all cause undesired behaviors in machine learning systems. As a result, detecting actual im…

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