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T. Stepleton

5 papers hereh-index 73.6k citations8 works total

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

author position
  • first author1
  • middle author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.AI1
  • cs.CL1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162021
most citedSafe and Efficient Off-Policy Reinforcement Learning

91 citations · 204 across the 5 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

stat.ML2019★ 23 cited

Wasserstein Fair Classification

Ray Jiang, Aldo Pacchiano, Tom Stepleton +2

We propose an approach to fair classification that enforces independence between the classifier outputs and sensitive information by minimizing Wasserstein-1 distances. The approac…

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