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Raphael Sonabend

7 papers hereh-index 102k citations40 works total

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

author position
  • first author2
  • middle author1
  • last author3

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.SE2
  • stat.ML2
  • stat.CO1
same name
  • Raphael Sonabend — 2 papers, h 1
  • Raphael Sonabend — 1 paper

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
20182024
most citedDesigning Machine Learning Toolboxes: Concepts, Principles and Patterns

12 citations · 17 across the 2 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

stat.ML2024

A Large-Scale Neutral Comparison Study of Survival Models on Low-Dimensional Data

Lukas Burk, John Zobolas, Bernd Bischl +3

This work presents the first large-scale neutral benchmark experiment focused on single-event, right-censored, low-dimensional survival data. Benchmark experiments are essential in…

cs.LG2024

On Training Survival Models with Scoring Rules

Philipp Kopper, David Rügamer, Raphael Sonabend +2

Scoring rules are an established way of comparing predictive performances across model classes. In the context of survival analysis, they require adaptation in order to accommodate…

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