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researcher

K. Aas

15 papers hereh-index 265.8k citations70 works total

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

author position
  • first author2
  • middle author7
  • last author6

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • stat.ML8
  • stat.AP2
  • cs.CE1
  • cs.LG1
  • q-fin.CP1
  • q-fin.RM1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedA Comparative Study of Methods for Estimating Conditional Shapley Values and When to Use Them

22 citations · 32 across the 13 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

cs.CE2018★ 3 cited

Segment-Based Credit Scoring Using Latent Clusters in the Variational Autoencoder

Rogelio Andrade Mancisidor, Michael Kampffmeyer, Kjersti Aas +1

Identifying customer segments in retail banking portfolios with different risk profiles can improve the accuracy of credit scoring. The Variational Autoencoder (VAE) has shown prom…

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