Boumediene Hamzi

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 16

Top Topics

Dimensionality Reduction

Dynamical Systems

Stochastic Differential Equations

Algorithmic Information Theory

Top Venues

SIAM J. Control. Optim.

Publications

Boumediene Hamzi, Kamaludin Dingle
Simplicity bias, algorithmic probability, and the random logistic map. CoRR (2024)
Kamaludin Dingle, Mohammad Alaskandarani, Boumediene Hamzi, Ard A. Louis
Exploring Simplicity Bias in 1D Dynamical Systems. Entropy 26 (5) (2024)
Lu Yang, Xiuwen Sun, Boumediene Hamzi, Houman Owhadi, Naiming Xie
Learning Dynamical Systems from Data: A Simple Cross-Validation Perspective, Part V: Sparse Kernel Flows for 132 Chaotic Dynamical Systems. CoRR (2023)
Majid Gazor, Boumediene Hamzi, Ahmad Shoghi
The infinite level normal forms for non-resonant double Hopf singularities. Syst. Control. Lett. 176 (2023)
Boumediene Hamzi, Marcus Hutter, Houman Owhadi
Bridging Algorithmic Information Theory and Machine Learning: A New Approach to Kernel Learning. CoRR (2023)
Matthieu Darcy, Boumediene Hamzi, Giulia Livieri, Houman Owhadi, Peyman Tavallali
One-Shot Learning of Stochastic Differential Equations with Computational Graph Completion. CoRR (2022)
Jonghyeon Lee, Edward De Brouwer, Boumediene Hamzi, Houman Owhadi
Learning dynamical systems from data: A simple cross-validation perspective, part III: Irregularly-Sampled Time Series. CoRR (2021)
Fritz Colonius, Boumediene Hamzi
Entropy for Practical Stabilization. SIAM J. Control. Optim. 59 (3) (2021)
Andreas Bittracher, Stefan Klus, Boumediene Hamzi, Péter Koltai, Christof Schütte
Dimensionality Reduction of Complex Metastable Systems via Kernel Embeddings of Transition Manifolds. J. Nonlinear Sci. 31 (1) (2021)
Boumediene Hamzi, Houman Owhadi
Learning dynamical systems from data: a simple cross-validation perspective. CoRR (2020)
Stefan Klus, Feliks Nüske, Boumediene Hamzi
Kernel-based approximation of the Koopman generator and Schrödinger operator. CoRR (2020)
Bernard Haasdonk, Boumediene Hamzi, Gabriele Santin, Dominik Wittwar
Kernel methods for center manifold approximation and a data-based version of the Center Manifold Theorem. CoRR (2020)
Stefan Klus, Feliks Nüske, Boumediene Hamzi
Kernel-Based Approximation of the Koopman Generator and Schrödinger Operator. Entropy 22 (7) (2020)
Boumediene Hamzi, Fritz Colonius
Kernel Methods for Discrete-Time Linear Equations. ICCS (4) (2019)
Boumediene Hamzi, Eyad H. Abed
A Note on Local Mode-in-State Participation Factors for Nonlinear Systems. CoRR (2018)
Jake V. Bouvrie, Boumediene Hamzi
Kernel Methods for the Approximation of Nonlinear Systems. SIAM J. Control. Optim. 55 (4) (2017)
Boumediene Hamzi, Eyad H. Abed
Local mode-in-state participation factors for nonlinear systems. CDC (2014)
Jake V. Bouvrie, Boumediene Hamzi
Empirical estimators for stochastically forced nonlinear systems: Observability, controllability and the invariant measure. ACC (2012)
Jake V. Bouvrie, Boumediene Hamzi
Model Reduction for Nonlinear Control Systems using Kernel Subspace Methods CoRR (2011)
Jake V. Bouvrie, Boumediene Hamzi
Balanced reduction of nonlinear control systems in reproducing kernel Hilbert space. Allerton (2010)
Boumediene Hamzi, Arthur J. Krener
The Controlled Center Systems. IEEE Trans. Autom. Control. 52 (11) (2007)
Boumediene Hamzi, Arthur J. Krener
The Controlled Center Systems. CDC (2006)
Boumediene Hamzi, Arthur J. Krener, Wei Kang
The controlled center dynamics of discrete time control bifurcations. Syst. Control. Lett. 55 (7) (2006)
Boumediene Hamzi, Wei Kang, Arthur J. Krener
The Controlled Center Dynamics. Multiscale Model. Simul. 3 (4) (2005)
Boumediene Hamzi, Wei Kang, Jean-Pierre Barbot
Analysis and Control of Hopf Bifurcations. SIAM J. Control. Optim. 42 (6) (2004)
Boumediene Hamzi, Wei Kang
Resonant terms and bifurcations of nonlinear control systems with one uncontrollable mode. Syst. Control. Lett. 49 (4) (2003)
Boumediene Hamzi, Wei Kang, Arthur J. Krener
Control of center manifolds. CDC (2003)
Boumediene Hamzi, Issa Amadou Tall
Normal forms for nonlinear discrete time control systems. CDC (2003)
Boumediene Hamzi
Analysis and stabilization of nonlinear systems with a zero-Hopf control bifurcation. CDC (2002)
Boumediene Hamzi, Salvatore Monaco, Dorothée Normand-Cyrot
Quadratic stabilization of systems with period doubling bifurcation. CDC (2002)
Boumediene Hamzi
Some results on inverse optimality based designs. Syst. Control. Lett. 43 (4) (2001)
Boumediene Hamzi, Laurent Praly
Ignored input dynamics and a new characterization of control Lyapunov functions. Autom. 37 (6) (2001)
Boumediene Hamzi, Jean-Pierre Barbot, Salvatore Monaco, Dorothée Normand-Cyrot
Nonlinear discrete-time control of systems with a Naimark-Sacker bifurcation. Syst. Control. Lett. 44 (4) (2001)
Boumediene Hamzi, Wei Kang
Resonant terms in a class of systems with stationary bifurcations. CDC (2001)
Boumediene Hamzi, Wei Kang, Jean-Pierre Barbot
On the control of Hopf bifurcations. CDC (2000)
Boumediene Hamzi, Laurent Praly
Ignored input dynamics and a new characterization of control Lyapunov functions. ECC (1999)