Polonik, Wolfgang

1. On the asymptotic normality of persistent Betti numbers
   2019/03/08 by Johannes Krebs, Krebs, Johannes, Wolfgang Polonik +1 · 2 citations
   Computer Science · #60F05 #Data Management and Algorithms #FOS: Mathematics #Primary: 60D05 #Probability (math.PR) #Secondary 60G55 #Statistics Theory (math.ST) #Topological and Geometric Data Analysis
2. Nonparametric Confidence Regions for Level Sets: Statistical Properties and Geometry
   2019/03/04 by Wanli Qiao, Wolfgang Polonik, Qiao, Wanli +1 · 2 citations
   Mathematics · #Statistical Methods and Inference #Advanced Statistical Methods and Models #Statistical Methods and Bayesian Inference
3. Adaptive and non-adaptive minimax rates for weighted Laplacian-eigenmap based nonparametric regression
   2023/10/31 by Zhaoyang Shi, Krishnakumar Balasubramanian, Shi, Zhaoyang +3 · 1 citation
   Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Graph theory and applications #Machine Learning (stat.ML) #Nonlinear Partial Differential Equations #Statistical Methods and Inference #Statistics Theory (math.ST)
4. Algorithms for ridge estimation with convergence guarantees
   2021/04/26 by Qiao, Wanli, Polonik, Wolfgang · 1 citation
   #62G05 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)