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Philipp Baumann

3 papers hereh-index 12481 citations80 works total

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

author position
  • first author3

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

fields
  • cs.LG1
  • econ.EM1
  • stat.AP1
same name
  • Philipp Baumann — 1 paper

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 citedAn algorithm for clustering with confidence-based must-link and cannot-link constraints

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

collaborators

3 papers

cs.LG2022★ 4 cited

An algorithm for clustering with confidence-based must-link and cannot-link constraints

Philipp Baumann, Dorit S. Hochbaum

We study here the semi-supervised k-clustering problem where information is available on whether pairs of objects are in the same or in different clusters. This information is ei…

stat.AP2020★ 2 cited

What Drives Inflation and How: Evidence from Additive Mixed Models Selected by cAIC

Philipp F. M. Baumann, Enzo Rossi, Alexander Volkmann

We analyze the forces that explain inflation using a panel of 122 countries from 1997 to 2015 with 37 regressors. 98 models motivated by economic theory are compared to a gradient…

econ.EM2020

Estimating the Effect of Central Bank Independence on Inflation Using Longitudinal Targeted Maximum Likelihood Estimation

Philipp F. M. Baumann, Michael Schomaker, Enzo Rossi

The notion that an independent central bank reduces a country's inflation is a controversial hypothesis. To date, it has not been possible to satisfactorily answer this question be…

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