Stabilizing Gradients for Deep Neural Networks via Efficient SVD
Parameterization

Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization

25 March 2018

Inderjit S. Dhillon

Papers citing "Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization"

14 / 14 papers shown

Title
HadamRNN: Binary and Sparse Ternary Orthogonal RNNs Armand Foucault Franck Mamalet François Malgouyres MQ 74 0 0 28 Jan 2025
A Generalization Bound for a Family of Implicit Networks Samy Wu Fung Benjamin Berkels 41 0 0 28 Jan 2025
PAC-Bayesian-Like Error Bound for a Class of Linear Time-Invariant Stochastic State-Space Models Deividas Eringis J. Leth Z. Tan Rafal Wisniewski M. Petreczky 27 1 0 30 Dec 2022
Streaming, fast and accurate on-device Inverse Text Normalization for Automatic Speech Recognition Yashesh Gaur Nick Kibre Jian Xue Kangyuan Shu Yuhui Wang Issac Alphonso Jinyu Li Y. Gong 14 6 0 07 Nov 2022
Stable Long-Term Recurrent Video Super-Resolution Benjamin Naoto Chiche Arnaud Woiselle J. Frontera-Pons Jean-Luc Starck SupR 16 6 0 16 Dec 2021
On the Stochastic Stability of Deep Markov Models Ján Drgoňa Sayak Mukherjee Jiaxin Zhang Frank Liu M. Halappanavar BDL 17 5 0 08 Nov 2021
A Method for Medical Data Analysis Using the LogNNet for Clinical Decision Support Systems and Edge Computing in Healthcare Andrei Velichko 16 16 0 05 Aug 2021
Recognition of handwritten MNIST digits on low-memory 2 Kb RAM Arduino board using LogNNet reservoir neural network Y. Izotov Andrei Velichko A. Ivshin R. Novitskiy 17 7 0 20 Apr 2021
Physics-Informed Neural State Space Models via Learning and Evolution Elliott Skomski Ján Drgoňa Aaron Tuor PINN AI4CE 19 9 0 26 Nov 2020
Dissipative Deep Neural Dynamical Systems Ján Drgoňa Soumya Vasisht Aaron Tuor D. Vrabie 19 6 0 26 Nov 2020
Neural Network for Low-Memory IoT Devices and MNIST Image Recognition Using Kernels Based on Logistic Map Andrei Velichko 31 44 0 04 Jun 2020
Risk bounds for reservoir computing Lukas Gonon Lyudmila Grigoryeva Juan-Pablo Ortega 14 40 0 30 Oct 2019
On Generalization Bounds of a Family of Recurrent Neural Networks Minshuo Chen Xingguo Li T. Zhao 11 70 0 28 Oct 2019
Norm-based generalisation bounds for multi-class convolutional neural networks Antoine Ledent Waleed Mustafa Yunwen Lei Marius Kloft 12 5 0 29 May 2019