Wolfgang Polonik

13 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0009-0004-9703-2902

Publications

• Algorithms for ridge estimation with convergence guarantees — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Bootstrapping persistent Betti numbers and other stabilizing statistics — The Annals of Statistics 2023 (name-matched, not ORCID-linked)
• Topologically penalized regression on manifolds — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Multiscale geometric feature extraction for high-dimensional and non-Euclidean data with applications — The Annals of Statistics 2021 (name-matched, not ORCID-linked)
• Theoretical analysis of nonparametric filament estimation — The Annals of Statistics 2016 (name-matched, not ORCID-linked)
• Mode Identification of Volatility in Time-Varying Autoregression — Journal of the American Statistical Association 2012 (name-matched, not ORCID-linked)
• Comment — Journal of the American Statistical Association 2011 (name-matched, not ORCID-linked)
• Discrimination of Locally Stationary Time Series Based on the Excess Mass Functional — Journal of the American Statistical Association 2006 (name-matched, not ORCID-linked)
• Nonparametric quasi-maximum likelihood estimation for Gaussian locally stationary processes — The Annals of Statistics 2006 (name-matched, not ORCID-linked)
• Conditional Minimum Volume Predictive Regions for Stochastic Processes — Journal of the American Statistical Association 2000 (name-matched, not ORCID-linked)
• Concentration and goodness-of-fit in higher dimensions: (asymptotically) distribution-free methods — The Annals of Statistics 1999 (name-matched, not ORCID-linked)
• The silhouette, concentration functions and ML-density estimation under order restrictions — The Annals of Statistics 1998 (name-matched, not ORCID-linked)
• Measuring Mass Concentrations and Estimating Density Contour Clusters-An Excess Mass Approach — The Annals of Statistics 1995 (name-matched, not ORCID-linked)