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A Differential Geometry Perspective on Orthogonal Recurrent Models

A Differential Geometry Perspective on Orthogonal Recurrent Models

Omri Azencot
N. Benjamin Erichson
M. Ben-Chen
Michael W. Mahoney
ArXiv (abs)PDFHTML

Papers citing "A Differential Geometry Perspective on Orthogonal Recurrent Models"

4 / 4 papers shown
Title
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs
Ilan Naiman
N. Benjamin Erichson
Pu Ren
Lbnl Michael W. Mahoney ICSI
Omri Azencot
AI4TS
83
26
0
04 Oct 2023
Gated Recurrent Neural Networks with Weighted Time-Delay Feedback
Gated Recurrent Neural Networks with Weighted Time-Delay Feedback
N. Benjamin Erichson
Soon Hoe Lim
Michael W. Mahoney
84
6
0
01 Dec 2022
An Operator Theoretic Approach for Analyzing Sequence Neural Networks
An Operator Theoretic Approach for Analyzing Sequence Neural Networks
Ilana D Naiman
Omri Azencot
99
11
0
15 Feb 2021
Forecasting Sequential Data using Consistent Koopman Autoencoders
Forecasting Sequential Data using Consistent Koopman Autoencoders
Omri Azencot
N. Benjamin Erichson
Vanessa Lin
Michael W. Mahoney
AI4TSAI4CE
206
152
0
04 Mar 2020