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2020 – today
- 2024
[c2]Zhaoyang Shi, Krishna Balasubramanian, Wolfgang Polonik:
Adaptive and non-adaptive minimax rates for weighted Laplacian-Eigenmap based nonparametric regression. AISTATS 2024: 2800-2808- 2022
- [j5]Olympio Hacquard, Krishnakumar Balasubramanian, Gilles Blanchard, Clément Levrard, Wolfgang Polonik:
Topologically penalized regression on manifolds. J. Mach. Learn. Res. 23: 161:1-161:39 (2022) - 2021
- [i3]Wanli Qiao, Wolfgang Polonik:
Algorithms for ridge estimation with convergence guarantees. CoRR abs/2104.12314 (2021) - [i2]Olympio Hacquard, Krishnakumar Balasubramanian, Gilles Blanchard, Wolfgang Polonik, Clément Levrard:
Topologically penalized regression on manifolds. CoRR abs/2110.13749 (2021)
2010 – 2019
- 2019
- [j4]Vincent Divol, Wolfgang Polonik:
On the choice of weight functions for linear representations of persistence diagrams. J. Appl. Comput. Topol. 3(3): 249-283 (2019) - 2018
- [i1]Vincent Divol, Wolfgang Polonik:
On the choice of weight functions for linear representations of persistence diagrams. CoRR abs/1807.03678 (2018) - 2013
- [j3]Enno Mammen, Wolfgang Polonik:
Confidence regions for level sets. J. Multivar. Anal. 122: 202-214 (2013) - 2010
- [j2]Wolfgang Polonik, Zailong Wang:
PRIM analysis. J. Multivar. Anal. 101(3): 525-540 (2010) - [c1]Jiazhu Pan
, Wolfgang Polonik, Qiwei Yao:
Estimating Factor Models for Multivariate Volatilities: An Innovation Expansion Method. COMPSTAT 2010: 305-314
2000 – 2009
- 2009
- [j1]Prabir Burman, Wolfgang Polonik:
Multivariate mode hunting: Data analytic tools with measures of significance. J. Multivar. Anal. 100(6): 1198-1218 (2009)
1990 – 1999
- 1992
- [b1]Wolfgang Polonik:
The excess mass approach to cluster analysis and related estimation problems. University of Heidelberg, Germany, 1992
Coauthor Index
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