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Monotone, Bi-Lipschitz, and Polyak-Lojasiewicz Networks
v1v2v3v4 (latest)

Monotone, Bi-Lipschitz, and Polyak-Lojasiewicz Networks

2 February 2024
Ruigang Wang
Krishnamurthy Dvijotham
I. Manchester
ArXiv (abs)PDFHTMLGithub (6★)

Papers citing "Monotone, Bi-Lipschitz, and Polyak-Lojasiewicz Networks"

5 / 5 papers shown
From Sublinear to Linear: Fast Convergence in Deep Networks via Locally Polyak-Lojasiewicz Regions
From Sublinear to Linear: Fast Convergence in Deep Networks via Locally Polyak-Lojasiewicz Regions
Agnideep Aich
Ashit Aich
Bruce Wade
223
3
0
29 Jul 2025
Robustly Invertible Nonlinear Dynamics and the BiLipREN: Contracting Neural Models with Contracting Inverses
Robustly Invertible Nonlinear Dynamics and the BiLipREN: Contracting Neural Models with Contracting Inverses
Yurui Zhang
Ruigang Wang
I. Manchester
281
1
0
05 May 2025
On Robust Reinforcement Learning with Lipschitz-Bounded Policy Networks
On Robust Reinforcement Learning with Lipschitz-Bounded Policy Networks
Nicholas H. Barbara
Ruigang Wang
I. Manchester
562
12
0
19 May 2024
Learning Stable and Passive Neural Differential Equations
Learning Stable and Passive Neural Differential Equations
Jing Cheng
Ruigang Wang
I. Manchester
356
6
0
19 Apr 2024
Simple and Principled Uncertainty Estimation with Deterministic Deep
  Learning via Distance Awareness
Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness
Jeremiah Zhe Liu
Zi Lin
Shreyas Padhy
Dustin Tran
Tania Bedrax-Weiss
Balaji Lakshminarayanan
UQCVBDL
983
546
0
17 Jun 2020
1
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