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researcher

W. Waegeman

20 papers hereh-index 386.9k citations202 works total

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

author position
  • first author3
  • last author16

Across the 19 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • stat.ML7
  • cs.IR1

identity via Semantic Scholar / OpenAlex

activity
20112023
most citedAleatoric and Epistemic Uncertainty in Machine Learning: An Introduction to Concepts and Methods

1.7k citations · 1.8k across the 18 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

stat.ML2018★ 1 cited

Multi-Target Prediction: A Unifying View on Problems and Methods

Willem Waegeman, Krzysztof Dembczynski, Eyke Huellermeier

Multi-target prediction (MTP) is concerned with the simultaneous prediction of multiple target variables of diverse type. Due to its enormous application potential, it has develope…

stat.ML2018★ 1 cited

A Comparative Study of Pairwise Learning Methods based on Kernel Ridge Regression

Michiel Stock, Tapio Pahikkala, Antti Airola +2

Many machine learning problems can be formulated as predicting labels for a pair of objects. Problems of that kind are often referred to as pairwise learning, dyadic prediction or…

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