Walk, Harro
- Convergence rates for shallow neural networks learned by gradient descent
2021/07/20 by Alina Braun, Braun, Alina, Michael Köhler +5 · 2 citations
Computer Science · Engineering · Medicine · #62G05 (Primary) #62G20 (Secondary) #FOS: Mathematics #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #Statistics Theory (math.ST) #Stochastic Gradient Optimization Techniques
- On the measure of Voronoi cells
2015/12/14 by Luc Devroye, Devroye, Luc, László Györfi +5 · 1 citation
Mathematics · #FOS: Mathematics #Statistics Theory (math.ST) #math.ST #stat.TH
- Strongly universally consistent nonparametric regression and\n classification with privatised data
2020/10/31 by Thomas B. Berrett, László Györfi, Berrett, Thomas +3 · 1 citation
Computer Science · Mathematics · #62G08 #62G20 #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Privacy-Preserving Technologies in Data #Statistical Methods and Inference #Statistics Theory (math.ST)
- Lossless Transformations and Excess Risk Bounds in Statistical Inference
2023/07/31 by Györfi, László, Linder, Tamás, Walk, Harro · 1 citation
#62C05 #62G10 #68P30 #94A17 #FOS: Computer and information sciences #FOS: Mathematics #G.3 #H.1.1 #I.5 #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)