A Learning Stability Profile for Finite-Dimensional Learning Dynamics
Fuente:
arXiv
Saved in:
| Main Author: | Katende, Ronald |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
System stabilization with policy optimization on unstable latent manifolds
by: Werner, Steffen W. R., et al.
Published: (2024)
by: Werner, Steffen W. R., et al.
Published: (2024)
Regularization Implies balancedness in the deep linear network
by: Lindsey, Kathryn, et al.
Published: (2025)
by: Lindsey, Kathryn, et al.
Published: (2025)
A Unified Matrix-Spectral Framework for Stability and Interpretability in Deep Learning
by: Katende, Ronald
Published: (2026)
by: Katende, Ronald
Published: (2026)
On the optimal control of viscous Cahn-Hilliard systems with hyperbolic relaxation of the chemical potential
by: Colli, Pierluigi, et al.
Published: (2025)
by: Colli, Pierluigi, et al.
Published: (2025)
Losing momentum in continuous-time stochastic optimisation
by: Jin, Kexin, et al.
Published: (2022)
by: Jin, Kexin, et al.
Published: (2022)
Fundamental diagram constrained dynamic optimal transport via proximal splitting methods
by: Dong, Anqi, et al.
Published: (2025)
by: Dong, Anqi, et al.
Published: (2025)
An Inexact Trust-Region Method for Structured Nonsmooth Optimization with Application to Risk-Averse Stochastic Programming
by: Kouri, Drew P.
Published: (2026)
by: Kouri, Drew P.
Published: (2026)
Risk-averse optimization under distributional uncertainty with Rockafellian relaxation
by: Antil, Harbir, et al.
Published: (2026)
by: Antil, Harbir, et al.
Published: (2026)
Rockafellian Relaxation for PDE-Constrained Optimization with Distributional Uncertainty
by: Antil, Harbir, et al.
Published: (2024)
by: Antil, Harbir, et al.
Published: (2024)
Stability properties of Minimal Gated Unit neural networks
by: De Carli, Stefano, et al.
Published: (2026)
by: De Carli, Stefano, et al.
Published: (2026)
Data Augmentation and Regularization for Learning Group Equivariance
by: Nordenfors, Oskar, et al.
Published: (2025)
by: Nordenfors, Oskar, et al.
Published: (2025)
Nesterov acceleration for strongly convex-strongly concave bilinear saddle point problems: discrete and continuous-time approaches
by: He, Xin, et al.
Published: (2025)
by: He, Xin, et al.
Published: (2025)
Nonlinear systems and passivity: feedback control, model reduction, and time discretization
by: Breiten, Tobias, et al.
Published: (2025)
by: Breiten, Tobias, et al.
Published: (2025)
Optimization Dynamics of Equivariant and Augmented Neural Networks
by: Nordenfors, Oskar, et al.
Published: (2023)
by: Nordenfors, Oskar, et al.
Published: (2023)
On Asymptotic and Finite-Time Stabilization of Bilinear Systems
by: Ouzahra, Mohamed
Published: (2026)
by: Ouzahra, Mohamed
Published: (2026)
The factorization of matrices into products of positive definite factors
by: Abdelgalil, Mahmoud, et al.
Published: (2025)
by: Abdelgalil, Mahmoud, et al.
Published: (2025)
Dual dynamic programming for stochastic programs over an infinite horizon
by: Ju, Caleb, et al.
Published: (2023)
by: Ju, Caleb, et al.
Published: (2023)
Self-Organizing Dual-Buffer Adaptive Clustering Experience Replay (SODACER) for Safe Reinforcement Learning in Optimal Control
by: Amirabadi, Roya Khalili, et al.
Published: (2026)
by: Amirabadi, Roya Khalili, et al.
Published: (2026)
Distributed Online Optimization for Multi-Agent Optimal Transport
by: Krishnan, Vishaal, et al.
Published: (2018)
by: Krishnan, Vishaal, et al.
Published: (2018)
The landscape of deterministic and stochastic optimal control problems: One-shot Optimization versus Dynamic Programming
by: Kim, Jihun, et al.
Published: (2024)
by: Kim, Jihun, et al.
Published: (2024)
Chaos-Free Networks are Stable Recurrent Neural Networks
by: De Carli, Stefano, et al.
Published: (2026)
by: De Carli, Stefano, et al.
Published: (2026)
Stability under dwell time constraints: Discretization revisited
by: Mejstrik, Thomas, et al.
Published: (2024)
by: Mejstrik, Thomas, et al.
Published: (2024)
An online adaptive finite-element method for nonsmooth PDE-constrained optimization
by: Antil, Harbir, et al.
Published: (2026)
by: Antil, Harbir, et al.
Published: (2026)
Non-Convex Global Optimization as an Optimal Stabilization Problem: Dynamical Properties
by: Huang, Yuyang, et al.
Published: (2025)
by: Huang, Yuyang, et al.
Published: (2025)
Adversarial Physics-Informed Machine Learning for Robust Optimal Safe Predefined-Time Stabilization: A Game-Theoretic Approach
by: Kokolakis, Nick-Marios T., et al.
Published: (2025)
by: Kokolakis, Nick-Marios T., et al.
Published: (2025)
On the resolution of $\ell_1$-norm minimization via a two-metric adaptive projection method
by: Wu, Hanju, et al.
Published: (2025)
by: Wu, Hanju, et al.
Published: (2025)
Asymptotic behaviour of coupled random dynamical systems with multiscale aspects
by: Luke, D. Russell, et al.
Published: (2026)
by: Luke, D. Russell, et al.
Published: (2026)
Performative Control for Linear Dynamical Systems
by: Cai, Songfu, et al.
Published: (2024)
by: Cai, Songfu, et al.
Published: (2024)
Cubic Regularization Technique of the Newton Method for Vector Optimization
by: Ghosh, Debdas
Published: (2025)
by: Ghosh, Debdas
Published: (2025)
Learning time-scales in two-layers neural networks
by: Berthier, Raphaël, et al.
Published: (2023)
by: Berthier, Raphaël, et al.
Published: (2023)
An Assessment of Ensemble Kalman Filter and Azouani-Olson-Titi Algorithms for Data Assimilation: A Comparative Study
by: Ning, Ning, et al.
Published: (2024)
by: Ning, Ning, et al.
Published: (2024)
Non-Convex Global Optimization as an Optimal Stabilization Problem: Convergence Rates
by: Huang, Yuyang, et al.
Published: (2025)
by: Huang, Yuyang, et al.
Published: (2025)
On Optimal Control of Hybrid Dynamical Systems using Complementarity Constraints
by: Kazi, Saif R., et al.
Published: (2025)
by: Kazi, Saif R., et al.
Published: (2025)
Globally convergent homotopies for discrete-time optimal control
by: Esterhuizen, Willem, et al.
Published: (2023)
by: Esterhuizen, Willem, et al.
Published: (2023)
Structural Identifiability and Discrete Symmetries
by: Barreiro, Xabier Rey, et al.
Published: (2025)
by: Barreiro, Xabier Rey, et al.
Published: (2025)
Bucket Brigades: Uniqueness of the Fixed Point and Three-Worker Asymptotics
by: Alghouass, Yasser, et al.
Published: (2026)
by: Alghouass, Yasser, et al.
Published: (2026)
An Efficient Stochastic First-Order Algorithm for Nonconvex-Strongly Concave Minimax Optimization beyond Lipschitz Smoothness
by: Gao, Yan, et al.
Published: (2026)
by: Gao, Yan, et al.
Published: (2026)
Switching Point Optimization for Abstract Parabolic Equations
by: Buchheim, Christoph, et al.
Published: (2026)
by: Buchheim, Christoph, et al.
Published: (2026)
Delay-Induced Stability Transitions in Directed Signed Consensus Networks
by: Wu, Hui
Published: (2026)
by: Wu, Hui
Published: (2026)
Composite Lyapunov Criteria for Stability and Convergence with Applications to Optimization Dynamics
by: Saoud, Hassan
Published: (2025)
by: Saoud, Hassan
Published: (2025)
Similar Items
-
System stabilization with policy optimization on unstable latent manifolds
by: Werner, Steffen W. R., et al.
Published: (2024) -
Regularization Implies balancedness in the deep linear network
by: Lindsey, Kathryn, et al.
Published: (2025) -
A Unified Matrix-Spectral Framework for Stability and Interpretability in Deep Learning
by: Katende, Ronald
Published: (2026) -
On the optimal control of viscous Cahn-Hilliard systems with hyperbolic relaxation of the chemical potential
by: Colli, Pierluigi, et al.
Published: (2025) -
Losing momentum in continuous-time stochastic optimisation
by: Jin, Kexin, et al.
Published: (2022)