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researcher

Philippe Goulet Coulombe

18 papers hereh-index 9439 citations23 works total

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

author position
  • sole author6
  • first author9
  • middle author2
  • last author1

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • econ.EM14
  • stat.AP2
  • cs.LG1
  • stat.ML1
same name
  • Philippe Goulet Coulombe — 2 papers
  • Philippe Goulet Coulombe — 1 paper
  • Philippe Goulet Coulombe — 1 paper, h 3

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
20202026
most citedAssessing and Comparing Fixed-Target Forecasts of Arctic Sea Ice: Glide Charts for Feature-Engineered Linear Regression and Machine Learning Models

11 citations · 17 across the 11 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2021

Slow-Growing Trees

Philippe Goulet Coulombe

Random Forest's performance can be matched by a single slow-growing tree (SGT), which uses a learning rate to tame CART's greedy algorithm. SGT exploits the view that CART is an ex…

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