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researcher

Lucas Kock

12 papers hereh-index 331 citations14 works total

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

author position
  • first author7
  • middle author5

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • stat.ME11
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedTruly Multivariate Structured Additive Distributional Regression

7 citations · 15 across the 11 of their papers we have counts for

collaborators
Showing 2023 · stat.MLShow all

1 paper · 2 filters

stat.ML2023

Dropout Regularization in Extended Generalized Linear Models based on Double Exponential Families

Benedikt Lütke Schwienhorst, Lucas Kock, Nadja Klein +1

Even though dropout is a popular regularization technique, its theoretical properties are not fully understood. In this paper we study dropout regularization in extended generalize…

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