Boumediene Hamzi

According to our database, Boumediene Hamzi authored at least 36 papers between 1999 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Data-efficient Kernel Methods for Learning Hamiltonian Systems.

Yasamin Jalalian, Mostafa Samir, Boumediene Hamzi, Peyman Tavallali, Houman Owhadi

CoRR, September, 2025

2024

Exploring Simplicity Bias in 1D Dynamical Systems.

Kamaludin Dingle, Mohammad Alaskandarani, Boumediene Hamzi, Ard A. Louis

Entropy, May, 2024

Kernel Methods for the Approximation of the Eigenfunctions of the Koopman Operator.

Jonghyeon Lee, Boumediene Hamzi, Boya Hou, Houman Owhadi, Gabriele Santin, Umesh Vaidya

CoRR, 2024

Kernel Sum of Squares for Data Adapted Kernel Learning of Dynamical Systems from Data: A global optimization approach.

Daniel Lengyel, Panos Parpas, Boumediene Hamzi, Houman Owhadi

CoRR, 2024

Simplicity bias, algorithmic probability, and the random logistic map.

Boumediene Hamzi, Kamaludin Dingle

CoRR, 2024

2023

The infinite level normal forms for non-resonant double Hopf singularities.

Majid Gazor, Boumediene Hamzi, Ahmad Shoghi

Syst. Control. Lett., June, 2023

Bridging Algorithmic Information Theory and Machine Learning: A New Approach to Kernel Learning.

Boumediene Hamzi, Marcus Hutter, Houman Owhadi

CoRR, 2023

Learning Dynamical Systems from Data: A Simple Cross-Validation Perspective, Part V: Sparse Kernel Flows for 132 Chaotic Dynamical Systems.

Lu Yang, Xiuwen Sun, Boumediene Hamzi, Houman Owhadi, Naiming Xie

CoRR, 2023

2022

One-Shot Learning of Stochastic Differential Equations with Computational Graph Completion.

Matthieu Darcy, Boumediene Hamzi, Giulia Livieri, Houman Owhadi, Peyman Tavallali

CoRR, 2022

2021

Entropy for Practical Stabilization.

Fritz Colonius, Boumediene Hamzi

SIAM J. Control. Optim., 2021

Dimensionality Reduction of Complex Metastable Systems via Kernel Embeddings of Transition Manifolds.

Andreas Bittracher, Stefan Klus, Boumediene Hamzi, Péter Koltai, Christof Schütte

J. Nonlinear Sci., 2021

Learning dynamical systems from data: A simple cross-validation perspective, part III: Irregularly-Sampled Time Series.

Jonghyeon Lee, Edward De Brouwer, Boumediene Hamzi, Houman Owhadi

CoRR, 2021

2020

Kernel-Based Approximation of the Koopman Generator and Schrödinger Operator.

Stefan Klus, Feliks Nüske, Boumediene Hamzi

Entropy, 2020

Kernel methods for center manifold approximation and a data-based version of the Center Manifold Theorem.

Bernard Haasdonk, Boumediene Hamzi, Gabriele Santin, Dominik Wittwar

CoRR, 2020

Learning dynamical systems from data: a simple cross-validation perspective.

Boumediene Hamzi, Houman Owhadi

CoRR, 2020

2019

Kernel Methods for Discrete-Time Linear Equations.

Boumediene Hamzi, Fritz Colonius

Proceedings of the Computational Science - ICCS 2019, 2019

2018

A Note on Local Mode-in-State Participation Factors for Nonlinear Systems.

Boumediene Hamzi, Eyad H. Abed

CoRR, 2018

2017

Kernel Methods for the Approximation of Nonlinear Systems.

Jake V. Bouvrie, Boumediene Hamzi

SIAM J. Control. Optim., 2017

2014

Local mode-in-state participation factors for nonlinear systems.

Boumediene Hamzi, Eyad H. Abed

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2012

Empirical estimators for stochastically forced nonlinear systems: Observability, controllability and the invariant measure.

Jake V. Bouvrie, Boumediene Hamzi

Proceedings of the American Control Conference, 2012

2011

Model Reduction for Nonlinear Control Systems using Kernel Subspace Methods

Jake V. Bouvrie, Boumediene Hamzi

CoRR, 2011

2010

Balanced reduction of nonlinear control systems in reproducing kernel Hilbert space.

Jake V. Bouvrie, Boumediene Hamzi

Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2006

The controlled center dynamics of discrete time control bifurcations.

Boumediene Hamzi, Arthur J. Krener, Wei Kang

Syst. Control. Lett., 2006

The Controlled Center Systems.

Boumediene Hamzi, Arthur J. Krener

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005

The Controlled Center Dynamics.

Boumediene Hamzi, Wei Kang, Arthur J. Krener

Multiscale Model. Simul., 2005

2004

Analysis and Control of Hopf Bifurcations.

Boumediene Hamzi, Wei Kang, Jean-Pierre Barbot

SIAM J. Control. Optim., 2004

2003

Resonant terms and bifurcations of nonlinear control systems with one uncontrollable mode.

Boumediene Hamzi, Wei Kang

Syst. Control. Lett., 2003

Normal forms for nonlinear discrete time control systems.

Boumediene Hamzi, Issa Amadou Tall

Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

Control of center manifolds.

Boumediene Hamzi, Wei Kang, Arthur J. Krener

Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

2002

Quadratic stabilization of systems with period doubling bifurcation.

Boumediene Hamzi, Salvatore Monaco, Dorothée Normand-Cyrot

Proceedings of the 41st IEEE Conference on Decision and Control, 2002

Analysis and stabilization of nonlinear systems with a zero-Hopf control bifurcation.

Boumediene Hamzi

Proceedings of the 41st IEEE Conference on Decision and Control, 2002

2001

Nonlinear discrete-time control of systems with a Naimark-Sacker bifurcation.

Boumediene Hamzi, Jean-Pierre Barbot, Salvatore Monaco, Dorothée Normand-Cyrot

Syst. Control. Lett., 2001

Some results on inverse optimality based designs.

Boumediene Hamzi

Syst. Control. Lett., 2001

Resonant terms in a class of systems with stationary bifurcations.

Boumediene Hamzi, Wei Kang

Proceedings of the 40th IEEE Conference on Decision and Control, 2001

2000

On the control of Hopf bifurcations.

Boumediene Hamzi, Wei Kang, Jean-Pierre Barbot

Proceedings of the 39th IEEE Conference on Decision and Control, 2000

1999

Ignored input dynamics and a new characterization of control Lyapunov functions.

Boumediene Hamzi, Laurent Praly

Proceedings of the 5th European Control Conference, 1999