Timo Klock

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 14

Top Topics

Number Of Hidden Units

Intrinsic Dimensionality

Top Venues

EvoApplications

Neural Networks

Publications

Konstantin Riedl, Timo Klock, Carina Geldhauser, Massimo Fornasier
Gradient is All You Need? CoRR (2023)
Massimo Fornasier, Timo Klock, Marco Mondelli, Michael Rauchensteiner
Finite Sample Identification of Wide Shallow Neural Networks with Biases. CoRR (2022)
Massimo Fornasier, Timo Klock, Konstantin Riedl
Convergence of Anisotropic Consensus-Based Optimization in Mean-Field Law. EvoApplications (2022)
Stefan C. Schonsheck, Scott Mahan, Timo Klock, Alexander Cloninger, Rongjie Lai
Semi-Supervised Manifold Learning with Complexity Decoupled Chart Autoencoders. CoRR (2022)
Joe Kileel, Timo Klock, João M. Pereira
Landscape analysis of an improved power method for tensor decomposition. NeurIPS (2021)
Massimo Fornasier, Timo Klock, Konstantin Riedl
Convergence of Anisotropic Consensus-Based Optimization in Mean-Field Law. CoRR (2021)
Massimo Fornasier, Timo Klock, Konstantin Riedl
Consensus-based optimization methods converge globally in mean-field law. CoRR (2021)
Joe Kileel, Timo Klock, João M. Pereira
Landscape analysis of an improved power method for tensor decomposition. CoRR (2021)
Alexander Cloninger, Timo Klock
A deep network construction that adapts to intrinsic dimensionality beyond the domain. Neural Networks 141 (2021)
Christian Fiedler, Massimo Fornasier, Timo Klock, Michael Rauchensteiner
Stable Recovery of Entangled Weights: Towards Robust Identification of Deep Neural Networks from Minimal Samples. CoRR (2021)
Alexander Cloninger, Timo Klock
ReLU nets adapt to intrinsic dimensionality beyond the target domain. CoRR (2020)
Massimo Fornasier, Timo Klock, Michael Rauchensteiner
Robust and Resource Efficient Identification of Two Hidden Layer Neural Networks. CoRR (2019)
Zeljko Kereta, Timo Klock, Valeriya Naumova
Nonlinear generalization of the single index model. CoRR (2019)
Markus Grasmair, Timo Klock, Valeriya Naumova
Adaptive multi-penalty regularization based on a generalized Lasso path. CoRR (2017)