Timo Klock

1. Landscape analysis of an improved power method for tensor decomposition
   2021/10/29 by Joe Kileel, Timo Klock, Kileel, Joe +3 · 2 citations
   Engineering · Mathematics · Physics and Astronomy · #Electromagnetic Scattering and Analysis #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
2. Robust and Resource Efficient Identification of Two Hidden Layer Neural\n Networks
   2019/06/30 by Massimo Fornasier, Timo Klock, Fornasier, Massimo +3 · 1 citation
   Computer Science · Mathematics · #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications
3. A deep network construction that adapts to intrinsic dimensionality\n beyond the domain
   2020/08/06 by Alexander Cloninger, Cloninger, Alexander, Timo Klock +1 · 1 citation
   Computer Science · Physics and Astronomy · #41A25 #41A46 #41A63 #62G05 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Statistics Theory (math.ST) #Stochastic Gradient Optimization Techniques
4. Finite Sample Identification of Wide Shallow Neural Networks with Biases
   2022/11/08 by Massimo Fornasier, Fornasier, Massimo, Timo Klock +5 · 1 citation
   Computer Science · Physics and Astronomy · #65D15 #68T07 #90C26 #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Model Reduction and Neural Networks #Stochastic Gradient Optimization Techniques