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researcher

Aaron Fisher

4 papers hereh-index 92.2k citations28 works total

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

author position
  • sole author2
  • first author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ME3
  • cs.LG1
same name
  • Aaron Fisher — 3 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedThree-way Cross-Fitting and Pseudo-Outcome Regression for Estimation of Conditional Effects and other Linear Functionals

1 citations · 1 across the 2 of their papers we have counts for

collaborators

4 papers

stat.ME2023★ 1 cited

Three-way Cross-Fitting and Pseudo-Outcome Regression for Estimation of Conditional Effects and other Linear Functionals

Aaron Fisher, Virginia Fisher

We propose an approach to better inform treatment decisions at an individual level by adapting recent advances in average treatment effect estimation to conditional average treatme…

stat.ME2021

Online Control of the False Discovery Rate under "Decision Deadlines"

Aaron Fisher

Online testing procedures aim to control the extent of false discoveries over a sequence of hypothesis tests, allowing for the possibility that early-stage test results influence t…

cs.LG2021

Optimizing Rescoring Rules with Interpretable Representations of Long-Term Information

Aaron Fisher

Analyzing temporal data (e.g., wearable device data) requires a decision about how to combine information from the recent and distant past. In the context of classifying sleep stat…

stat.ME2018

Visually Communicating and Teaching Intuition for Influence Functions

Aaron Fisher, Edward H. Kennedy

Estimators based on influence functions (IFs) have been shown to be effective in many settings, especially when combined with machine learning techniques. By focusing on estimating…

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