Wolfgang Polonik

According to our database, Wolfgang Polonik authored at least 11 papers between 1992 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Kernel smoothing on manifolds.

Eunseong Bae, Wolfgang Polonik

CoRR, January, 2026

2025

Algorithms for ridge estimation with convergence guarantees.

Wanli Qiao, Wolfgang Polonik

J. Mach. Learn. Res., 2025

Minimax Optimal Nonsmooth Nonparametric Regression via Fractional Laplacian Eigenmaps.

Zhaoyang Shi, Krishna Balasubramanian, Wolfgang Polonik

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

2024

Adaptive and non-adaptive minimax rates for weighted Laplacian-Eigenmap based nonparametric regression.

Zhaoyang Shi, Krishna Balasubramanian, Wolfgang Polonik

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

Topologically penalized regression on manifolds.

Olympio Hacquard, Krishnakumar Balasubramanian, Gilles Blanchard, Clément Levrard, Wolfgang Polonik

J. Mach. Learn. Res., 2022

2019

On the choice of weight functions for linear representations of persistence diagrams.

Vincent Divol, Wolfgang Polonik

J. Appl. Comput. Topol., 2019

2013

Confidence regions for level sets.

Enno Mammen, Wolfgang Polonik

J. Multivar. Anal., 2013

2010

PRIM analysis.

Wolfgang Polonik, Zailong Wang

J. Multivar. Anal., 2010

Estimating Factor Models for Multivariate Volatilities: An Innovation Expansion Method.

Jiazhu Pan, Wolfgang Polonik, Qiwei Yao

Proceedings of the 19th International Conference on Computational Statistics, 2010

2009

Multivariate mode hunting: Data analytic tools with measures of significance.

Prabir Burman, Wolfgang Polonik

J. Multivar. Anal., 2009

1992

The excess mass approach to cluster analysis and related estimation problems.

Wolfgang Polonik

PhD thesis, 1992