Neural Tangent Kernels and Fisher Information Matrices for Simple ReLU Networks with Random Hidden Weights
Fuente:
arXiv
Guardado en:
| Autores principales: | Takeuchi, Jun'ichi, Takeishi, Yoshinari, Murata, Noboru, Mimura, Kazushi, Ho, Ka Long Keith, Nagaoka, Hiroshi |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Approximating Simple ReLU Networks based on Spectral Decomposition of Fisher Information
por: Ho, Ka Long Keith, et al.
Publicado: (2025)
por: Ho, Ka Long Keith, et al.
Publicado: (2025)
Risk Bounds on MDL Estimators for Linear Regression Models with Application to Simple ReLU Neural Networks
por: Takeishi, Yoshinari, et al.
Publicado: (2024)
por: Takeishi, Yoshinari, et al.
Publicado: (2024)
Sparse Superposition Codes with Binomial Dictionary are Capacity-Achieving with Maximum Likelihood Decoding
por: Takeishi, Yoshinari, et al.
Publicado: (2025)
por: Takeishi, Yoshinari, et al.
Publicado: (2025)
On the Principles of ReLU Networks with One Hidden Layer
por: Huang, Changcun
Publicado: (2024)
por: Huang, Changcun
Publicado: (2024)
Hidden Minima in Two-Layer ReLU Networks
por: Arjevani, Yossi
Publicado: (2023)
por: Arjevani, Yossi
Publicado: (2023)
Dynamical Properties of Dense Associative Memory
por: Mimura, Kazushi, et al.
Publicado: (2025)
por: Mimura, Kazushi, et al.
Publicado: (2025)
N-ReLU: Zero-Mean Stochastic Extension of ReLU
por: Manik, Md Motaleb Hossen, et al.
Publicado: (2025)
por: Manik, Md Motaleb Hossen, et al.
Publicado: (2025)
The Geometry of ReLU Networks through the ReLU Transition Graph
por: Dhayalkar, Sahil Rajesh
Publicado: (2025)
por: Dhayalkar, Sahil Rajesh
Publicado: (2025)
Beyond ReLU: How Activations Affect Neural Kernels and Random Wide Networks
por: Holzmüller, David, et al.
Publicado: (2025)
por: Holzmüller, David, et al.
Publicado: (2025)
The Resurrection of the ReLU
por: Horuz, Coşku Can, et al.
Publicado: (2025)
por: Horuz, Coşku Can, et al.
Publicado: (2025)
Deep ReLU Networks Have Surprisingly Simple Polytopes
por: Fan, Feng-Lei, et al.
Publicado: (2023)
por: Fan, Feng-Lei, et al.
Publicado: (2023)
The Fisher metric as a metric on the cotangent bundle
por: Nagaoka, Hiroshi
Publicado: (2023)
por: Nagaoka, Hiroshi
Publicado: (2023)
Discrete Functional Geometry of ReLU Networks via ReLU Transition Graphs
por: Dhayalkar, Sahil Rajesh
Publicado: (2025)
por: Dhayalkar, Sahil Rajesh
Publicado: (2025)
Weighted variation spaces and approximation by shallow ReLU networks
por: DeVore, Ronald, et al.
Publicado: (2023)
por: DeVore, Ronald, et al.
Publicado: (2023)
Is ReLU Adversarially Robust?
por: Sooksatra, Korn, et al.
Publicado: (2024)
por: Sooksatra, Korn, et al.
Publicado: (2024)
ReLU Networks as Random Functions: Their Distribution in Probability Space
por: Chaudhari, Shreyas, et al.
Publicado: (2025)
por: Chaudhari, Shreyas, et al.
Publicado: (2025)
Random ReLU Neural Networks as Non-Gaussian Processes
por: Parhi, Rahul, et al.
Publicado: (2024)
por: Parhi, Rahul, et al.
Publicado: (2024)
Hamiltonian Monte Carlo on ReLU Neural Networks is Inefficient
por: Dinh, Vu C., et al.
Publicado: (2024)
por: Dinh, Vu C., et al.
Publicado: (2024)
Injectivity capacity of ReLU gates
por: Stojnic, Mihailo
Publicado: (2024)
por: Stojnic, Mihailo
Publicado: (2024)
Convex Approximation of Two-Layer ReLU Networks for Hidden State Differential Privacy
por: Romijnders, Rob, et al.
Publicado: (2024)
por: Romijnders, Rob, et al.
Publicado: (2024)
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks
por: Lee, Hyungu, et al.
Publicado: (2025)
por: Lee, Hyungu, et al.
Publicado: (2025)
ReLU-KAN: New Kolmogorov-Arnold Networks that Only Need Matrix Addition, Dot Multiplication, and ReLU
por: Qiu, Qi, et al.
Publicado: (2024)
por: Qiu, Qi, et al.
Publicado: (2024)
Function Gradient Approximation with Random Shallow ReLU Networks with Control Applications
por: Lamperski, Andrew, et al.
Publicado: (2024)
por: Lamperski, Andrew, et al.
Publicado: (2024)
Constraining the outputs of ReLU neural networks
por: Alexandr, Yulia, et al.
Publicado: (2025)
por: Alexandr, Yulia, et al.
Publicado: (2025)
Complexity of One-Dimensional ReLU DNNs
por: Kogan, Jonathan, et al.
Publicado: (2025)
por: Kogan, Jonathan, et al.
Publicado: (2025)
The Symmetries of Three-Layer ReLU Networks
por: Gegenfurtner, Johanna Marie, et al.
Publicado: (2026)
por: Gegenfurtner, Johanna Marie, et al.
Publicado: (2026)
Topological Expressivity of ReLU Neural Networks
por: Ergen, Ekin, et al.
Publicado: (2023)
por: Ergen, Ekin, et al.
Publicado: (2023)
Stochastic Bandits with ReLU Neural Networks
por: Xu, Kan, et al.
Publicado: (2024)
por: Xu, Kan, et al.
Publicado: (2024)
On Space Folds of ReLU Neural Networks
por: Lewandowski, Michal, et al.
Publicado: (2025)
por: Lewandowski, Michal, et al.
Publicado: (2025)
Toric geometry of ReLU neural networks
por: Fu, Yaoying
Publicado: (2025)
por: Fu, Yaoying
Publicado: (2025)
The Optimal Condition Number for ReLU Function
por: Xia, Yu, et al.
Publicado: (2025)
por: Xia, Yu, et al.
Publicado: (2025)
Three Quantization Regimes for ReLU Networks
por: Ou, Weigutian, et al.
Publicado: (2024)
por: Ou, Weigutian, et al.
Publicado: (2024)
Integral Quadratic Constraints for Repeated ReLU
por: Noori, Sahel Vahedi, et al.
Publicado: (2026)
por: Noori, Sahel Vahedi, et al.
Publicado: (2026)
Pathwise Explanation of ReLU Neural Networks
por: Lim, Seongwoo, et al.
Publicado: (2025)
por: Lim, Seongwoo, et al.
Publicado: (2025)
On the algorithmic construction of deep ReLU networks
por: Huybrechs, Daan
Publicado: (2025)
por: Huybrechs, Daan
Publicado: (2025)
Symmetric Matrix Completion with ReLU Sampling
por: Liu, Huikang, et al.
Publicado: (2024)
por: Liu, Huikang, et al.
Publicado: (2024)
Asymptotic Smoothing of the Lipschitz Loss Landscape in Overparameterized One-Hidden-Layer ReLU Networks
por: Baturin, Saveliy
Publicado: (2026)
por: Baturin, Saveliy
Publicado: (2026)
Brownian ReLU(Br-ReLU): A New Activation Function for a Long-Short Term Memory (LSTM) Network
por: Awiakye-Marfo, George, et al.
Publicado: (2026)
por: Awiakye-Marfo, George, et al.
Publicado: (2026)
SurvReLU: Inherently Interpretable Survival Analysis via Deep ReLU Networks
por: Sun, Xiaotong, et al.
Publicado: (2024)
por: Sun, Xiaotong, et al.
Publicado: (2024)
Approximation with Random Shallow ReLU Networks with Applications to Model Reference Adaptive Control
por: Lamperski, Andrew, et al.
Publicado: (2024)
por: Lamperski, Andrew, et al.
Publicado: (2024)
Ejemplares similares
-
Approximating Simple ReLU Networks based on Spectral Decomposition of Fisher Information
por: Ho, Ka Long Keith, et al.
Publicado: (2025) -
Risk Bounds on MDL Estimators for Linear Regression Models with Application to Simple ReLU Neural Networks
por: Takeishi, Yoshinari, et al.
Publicado: (2024) -
Sparse Superposition Codes with Binomial Dictionary are Capacity-Achieving with Maximum Likelihood Decoding
por: Takeishi, Yoshinari, et al.
Publicado: (2025) -
On the Principles of ReLU Networks with One Hidden Layer
por: Huang, Changcun
Publicado: (2024) -
Hidden Minima in Two-Layer ReLU Networks
por: Arjevani, Yossi
Publicado: (2023)