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researcher

Sam Witty

7 papers hereh-index 5132 citations16 works total

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

author position
  • first author3
  • middle author4

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.LG2
  • cond-mat.mtrl-sci1
  • stat.CO1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedCausal Inference using Gaussian Processes with Structured Latent Confounders

12 citations · 22 across the 7 of their papers we have counts for

collaborators
Showing 2026 · cs.AIShow all

1 paper · 2 filters

cs.AI2026

A Computationally Feasible Framework for Causal Probabilistic Explanation

Rafal Urbaniak, Sam Witty, Daniel Waxman +7

Explaining why a specific outcome occurred, and which inputs deserve the blame or credit, is central to philosophical, scientific, and policy analysis. Existing tools split into tw…

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