Wolfgang Polonik

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 6

Top Topics

Laplacian Eigenmaps

Locally Weighted

Endoscopic Video

Top Venues

J. Mach. Learn. Res.

J. Appl. Comput. Topol.

University of Heidelberg, Germany (PHD)

Education History

University of Heidelberg, Germany

PHD

Publications

Zhaoyang Shi, Krishna Balasubramanian, Wolfgang Polonik
Adaptive and non-adaptive minimax rates for weighted Laplacian-Eigenmap based nonparametric regression. AISTATS (2024)
Olympio Hacquard, Krishnakumar Balasubramanian, Gilles Blanchard, Clément Levrard, Wolfgang Polonik
Topologically penalized regression on manifolds. J. Mach. Learn. Res. 23 (2022)
Wanli Qiao, Wolfgang Polonik
Algorithms for ridge estimation with convergence guarantees. CoRR (2021)
Olympio Hacquard, Krishnakumar Balasubramanian, Gilles Blanchard, Wolfgang Polonik, Clément Levrard
Topologically penalized regression on manifolds. CoRR (2021)
Vincent Divol, Wolfgang Polonik
On the choice of weight functions for linear representations of persistence diagrams. J. Appl. Comput. Topol. 3 (3) (2019)
Vincent Divol, Wolfgang Polonik
On the choice of weight functions for linear representations of persistence diagrams. CoRR (2018)
Enno Mammen, Wolfgang Polonik
Confidence regions for level sets. J. Multivar. Anal. 122 (2013)
Wolfgang Polonik, Zailong Wang
PRIM analysis. J. Multivar. Anal. 101 (3) (2010)
Jiazhu Pan, Wolfgang Polonik, Qiwei Yao
Estimating Factor Models for Multivariate Volatilities: An Innovation Expansion Method. COMPSTAT (2010)
Prabir Burman, Wolfgang Polonik
Multivariate mode hunting: Data analytic tools with measures of significance. J. Multivar. Anal. 100 (6) (2009)