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researcher

George Philipp

6 papers hereh-index 6187 citations9 works total

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

author position
  • sole author1
  • first author5

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.IR1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172021
most citedThe exploding gradient problem demystified - definition, prevalence, impact, origin, tradeoffs, and solutions

36 citations · 57 across the 6 of their papers we have counts for

collaborators
Showing 2017 · stat.MLShow all

1 paper · 2 filters

stat.ML2017

Stability Selection for Structured Variable Selection

George Philipp, Seunghak Lee, Eric P. Xing

In variable or graph selection problems, finding a right-sized model or controlling the number of false positives is notoriously difficult. Recently, a meta-algorithm called Stabil…

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