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researcher

Tim Pearce

13 papers hereh-index 111.5k citations20 works total

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

author position
  • first author10
  • middle author3

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

fields
  • stat.ML5
  • cs.LG4
  • cs.AI3
  • cs.CV1
same name
  • Tim Pearce — 6 papers, h 4
  • Tim Pearce — 5 papers, h 4
  • Tim Pearce — 3 papers, h 1
  • Tim Pearce — 3 papers, h 4
  • Tim Pearce — 2 papers, h 2

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 citedHigh-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach

150 citations · 309 across the 13 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

stat.ML2022★ 3 cited

Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis

Tim Pearce, Jong-Hyeon Jeong, Yichen Jia +1

This paper considers doing quantile regression on censored data using neural networks (NNs). This adds to the survival analysis toolkit by allowing direct prediction of the target…

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