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researcher

J. Witte

3 papers hereh-index 7962 citations11 works total

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

author position
  • sole author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • q-fin.GN1
  • q-fin.PM1
same name
  • J. Witte — 9 papers, h 10
  • J. Witte — 5 papers, h 3
  • J. Witte — 2 papers, h 4
  • J. Witte — 1 paper, h 2
  • J. Witte — 1 paper, h 2
  • J. Witte — 1 paper, h 3

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

most citedDeep Learning in Finance

53 citations · 66 across the 3 of their papers we have counts for

collaborators
Showing q-fin.PMShow all

1 paper · 1 filter

q-fin.PM2016★ 13 cited

Deep Portfolio Theory

J. B. Heaton, N. G. Polson, J. H. Witte

We construct a deep portfolio theory. By building on Markowitz's classic risk-return trade-off, we develop a self-contained four-step routine of encode, calibrate, validate and ver…

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