Wolfgang Polonik

According to our database1, Wolfgang Polonik authored at least 9 papers between 1992 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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In proceedings 
Article 
PhD thesis 
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Links

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Bibliography

2024
Adaptive and non-adaptive minimax rates for weighted Laplacian-Eigenmap based nonparametric regression.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022
Topologically penalized regression on manifolds.
J. Mach. Learn. Res., 2022

2021
Algorithms for ridge estimation with convergence guarantees.
CoRR, 2021

2019
On the choice of weight functions for linear representations of persistence diagrams.
J. Appl. Comput. Topol., 2019

2013
Confidence regions for level sets.
J. Multivar. Anal., 2013

2010
PRIM analysis.
J. Multivar. Anal., 2010

Estimating Factor Models for Multivariate Volatilities: An Innovation Expansion Method.
Proceedings of the 19th International Conference on Computational Statistics, 2010

2009
Multivariate mode hunting: Data analytic tools with measures of significance.
J. Multivar. Anal., 2009

1992
The excess mass approach to cluster analysis and related estimation problems.
PhD thesis, 1992


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