Wolfgang Polonik

14 papers A 2Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Kernel smoothing on manifolds.
CoRR
Eunseong Bae, Wolfgang Polonik
2025 J jnl
Algorithms for ridge estimation with convergence guarantees.
J. Mach. Learn. Res.
Wanli Qiao, Wolfgang Polonik
2025 A conf
Minimax Optimal Nonsmooth Nonparametric Regression via Fractional Laplacian Eigenmaps.
UAI
Zhaoyang Shi, Krishna Balasubramanian, Wolfgang Polonik
2024 A conf
Adaptive and non-adaptive minimax rates for weighted Laplacian-Eigenmap based nonparametric regression.
AISTATS
Zhaoyang Shi, Krishna Balasubramanian, Wolfgang Polonik
2022 J jnl
Topologically penalized regression on manifolds.
J. Mach. Learn. Res.
Olympio Hacquard, Krishnakumar Balasubramanian, Gilles Blanchard, Clément Levrard, Wolfgang Polonik
2021 J jnl
Algorithms for ridge estimation with convergence guarantees.
CoRR
Wanli Qiao, Wolfgang Polonik
2021 J jnl
Topologically penalized regression on manifolds.
CoRR
Olympio Hacquard, Krishnakumar Balasubramanian, Gilles Blanchard, Wolfgang Polonik, Clément Levrard
2019 J jnl
On the choice of weight functions for linear representations of persistence diagrams.
J. Appl. Comput. Topol.
Vincent Divol, Wolfgang Polonik
2018 J jnl
On the choice of weight functions for linear representations of persistence diagrams.
CoRR
Vincent Divol, Wolfgang Polonik
2013 J jnl
Confidence regions for level sets.
J. Multivar. Anal.
Enno Mammen, Wolfgang Polonik
2010 — conf
Estimating Factor Models for Multivariate Volatilities: An Innovation Expansion Method.
COMPSTAT
Jiazhu Pan, Wolfgang Polonik, Qiwei Yao
2010 J jnl
PRIM analysis.
J. Multivar. Anal.
Wolfgang Polonik, Zailong Wang
2009 J jnl
Multivariate mode hunting: Data analytic tools with measures of significance.
J. Multivar. Anal.
Prabir Burman, Wolfgang Polonik
1992 — —
The excess mass approach to cluster analysis and related estimation problems.
Wolfgang Polonik