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researcher

R. A. Mancisidor

7 papers hereh-index 4115 citations9 works total

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

author position
  • first author6
  • middle author1

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

fields
  • cs.LG2
  • cs.CE1
  • cs.CV1
  • q-fin.CP1
  • q-fin.RM1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedSegment-Based Credit Scoring Using Latent Clusters in the Variational Autoencoder

3 citations · 7 across the 6 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

q-fin.CP2019

Deep Generative Models for Reject Inference in Credit Scoring

Rogelio A. Mancisidor, Michael Kampffmeyer, Kjersti Aas +1

Credit scoring models based on accepted applications may be biased and their consequences can have a statistical and economic impact. Reject inference is the process of attempting…

stat.ML2019★ 2 cited

Learning Latent Representations of Bank Customers With The Variational Autoencoder

Rogelio A Mancisidor, Michael Kampffmeyer, Kjersti Aas +1

Learning data representations that reflect the customers' creditworthiness can improve marketing campaigns, customer relationship management, data and process management or the cre…

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