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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 2024Show all

1 paper · 1 filter

stat.CO2024★ 2 cited

Automated Efficient Estimation using Monte Carlo Efficient Influence Functions

Raj Agrawal, Sam Witty, Andy Zane +1

Many practical problems involve estimating low dimensional statistical quantities with high-dimensional models and datasets. Several approaches address these estimation tasks based…

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