Minimal Width for Universal Property of Deep RNN

25 November 2022

Papers citing "Minimal Width for Universal Property of Deep RNN"

8 / 8 papers shown

Title
Approximation Bounds for Transformer Networks with Application to Regression Yuling Jiao Yanming Lai Defeng Sun Yang Wang Bokai Yan 29 0 0 16 Apr 2025
Deep Neural Networks: Multi-Classification and Universal Approximation Martín Hernández Enrique Zuazua 26 2 0 10 Sep 2024
Approximation Bounds for Recurrent Neural Networks with Application to Regression Yuling Jiao Yang Wang Bokai Yan 23 1 0 09 Sep 2024
A Survey on Universal Approximation Theorems Midhun T. Augustine 23 3 0 17 Jul 2024
Approximation Rates and VC-Dimension Bounds for (P)ReLU MLP Mixture of Experts Anastasis Kratsios Haitz Sáez de Ocáriz Borde Takashi Furuya Marc T. Law MoE 41 1 0 05 Feb 2024
Minimum width for universal approximation using ReLU networks on compact domain Namjun Kim Chanho Min Sejun Park VLM 27 10 0 19 Sep 2023
Data Topology-Dependent Upper Bounds of Neural Network Widths Sangmin Lee Jong Chul Ye 26 0 0 25 May 2023
A Brief Survey on the Approximation Theory for Sequence Modelling Hao Jiang Qianxiao Li Zhong Li Shida Wang AI4TS 28 12 0 27 Feb 2023