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researcher

Martin T. Wells

2 papers here

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

author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • q-fin.ST1
  • stat.ML1
ORCID 0000-0002-9750-9529
same name
  • Martin T. Wells — 10 papers, h 4
  • Martin T. Wells — 6 papers, h 1
  • Martin T. Wells — 5 papers, h 1
  • Martin T. Wells — 4 papers, h 2
  • Martin T. Wells — 2 papers, h 1
  • Martin T. Wells — 2 papers, h 1

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 citedTree Space Prototypes: Another Look at Making Tree Ensembles Interpretable

36 citations · 37 across the 2 of their papers we have counts for

collaborators

2 papers

q-fin.ST2020★ 1 cited

The Low-volatility Anomaly and the Adaptive Multi-Factor Model

Robert A. Jarrow, Rinald Murataj, Martin T. Wells +1

The paper provides a new explanation of the low-volatility anomaly. We use the Adaptive Multi-Factor (AMF) model estimated by the Groupwise Interpretable Basis Selection (GIBS) alg…

stat.ML2016★ 36 cited

Tree Space Prototypes: Another Look at Making Tree Ensembles Interpretable

Sarah Tan, Matvey Soloviev, Giles Hooker +1

Ensembles of decision trees perform well on many problems, but are not interpretable. In contrast to existing approaches in interpretability that focus on explaining relationships…

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