Boumediene Hamzi

44 papers C 1Journal 32Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Kernel Methods for Some Transport Equations with Application to Learning Kernels for the Approximation of Koopman Eigenfunctions: A Unified Approach via Variational Methods, Green's Functions and the Method of Characteristics. CoRR Boumediene Hamzi, Houman Owhadi, Umesh Vaidya
2026	J	`jnl`	Kernel Methods for Stochastic Dynamical Systems with Application to Koopman Eigenfunctions: Feynman-Kac Representations and RKHS Approximation. CoRR Boumediene Hamzi, Houman Owhadi, Umesh Vaidya
2026	J	`jnl`	Kernel Methods for the Construction of Certified Lyapunov Functions via Approximate Koopman Eigenfunctions. CoRR P. Giesl, S. Hafstein, Boumediene Hamzi, Jonghyeon Lee, Houman Owhadi, Gabriele Santin, Umesh Vaidya
2026	J	`jnl`	Kernel-Based LMI Approaches to Solving the Hamilton-Jacobi-Bellman Equation and Nonlinear Optimal Control. CoRR Boumediene Hamzi, Umesh Vaidya
2026	J	`jnl`	Time Series Correlations and Kolmogorov Complexity: A Hausdorff Dimension Perspective. CoRR Boumediene Hamzi, Marianne Clausel, Kamal Dingle, Marcus Hutter, Mohammed Terry-Jack
2025	J	`jnl`	Data-efficient Kernel Methods for Learning Hamiltonian Systems. CoRR Yasamin Jalalian, Mostafa Samir, Boumediene Hamzi, Peyman Tavallali, Houman Owhadi
2024	J	`jnl`	Exploring Simplicity Bias in 1D Dynamical Systems. Entropy Kamaludin Dingle, Mohammad Alaskandarani, Boumediene Hamzi, Ard A. Louis
2024	J	`jnl`	Kernel Methods for the Approximation of the Eigenfunctions of the Koopman Operator. CoRR Jonghyeon Lee, Boumediene Hamzi, Boya Hou, Houman Owhadi, Gabriele Santin, Umesh Vaidya
2024	J	`jnl`	Kernel Sum of Squares for Data Adapted Kernel Learning of Dynamical Systems from Data: A global optimization approach. CoRR Daniel Lengyel, Panos Parpas, Boumediene Hamzi, Houman Owhadi
2024	J	`jnl`	Simplicity bias, algorithmic probability, and the random logistic map. CoRR Boumediene Hamzi, Kamaludin Dingle
2023	J	`jnl`	Bridging Algorithmic Information Theory and Machine Learning: A New Approach to Kernel Learning. CoRR Boumediene Hamzi, Marcus Hutter, Houman Owhadi
2023	J	`jnl`	Learning Dynamical Systems from Data: A Simple Cross-Validation Perspective, Part V: Sparse Kernel Flows for 132 Chaotic Dynamical Systems. CoRR Lu Yang, Xiuwen Sun, Boumediene Hamzi, Houman Owhadi, Naiming Xie
2023	J	`jnl`	The infinite level normal forms for non-resonant double Hopf singularities. Syst. Control. Lett. Majid Gazor, Boumediene Hamzi, Ahmad Shoghi
2022	J	`jnl`	One-Shot Learning of Stochastic Differential Equations with Computational Graph Completion. CoRR Matthieu Darcy, Boumediene Hamzi, Giulia Livieri, Houman Owhadi, Peyman Tavallali
2021	J	`jnl`	Dimensionality Reduction of Complex Metastable Systems via Kernel Embeddings of Transition Manifolds. J. Nonlinear Sci. Andreas Bittracher, Stefan Klus, Boumediene Hamzi, Péter Koltai, Christof Schütte
2021	J	`jnl`	Entropy for Practical Stabilization. SIAM J. Control. Optim. Fritz Colonius, Boumediene Hamzi
2021	J	`jnl`	Learning dynamical systems from data: A simple cross-validation perspective, part III: Irregularly-Sampled Time Series. CoRR Jonghyeon Lee, Edward De Brouwer, Boumediene Hamzi, Houman Owhadi
2020	J	`jnl`	Kernel methods for center manifold approximation and a data-based version of the Center Manifold Theorem. CoRR Bernard Haasdonk, Boumediene Hamzi, Gabriele Santin, Dominik Wittwar
2020	J	`jnl`	Kernel-Based Approximation of the Koopman Generator and Schrödinger Operator. Entropy Stefan Klus, Feliks Nüske, Boumediene Hamzi
2020	J	`jnl`	Kernel-based approximation of the Koopman generator and Schrödinger operator. CoRR Stefan Klus, Feliks Nüske, Boumediene Hamzi
2020	J	`jnl`	Learning dynamical systems from data: a simple cross-validation perspective. CoRR Boumediene Hamzi, Houman Owhadi
2019	—	`conf`	Kernel Methods for Discrete-Time Linear Equations. ICCS (4) Boumediene Hamzi, Fritz Colonius
2018	J	`jnl`	A Note on Local Mode-in-State Participation Factors for Nonlinear Systems. CoRR Boumediene Hamzi, Eyad H. Abed
2017	J	`jnl`	Kernel Methods for the Approximation of Nonlinear Systems. SIAM J. Control. Optim. Jake V. Bouvrie, Boumediene Hamzi
2014	—	`conf`	Local mode-in-state participation factors for nonlinear systems. CDC Boumediene Hamzi, Eyad H. Abed
2012	C	`conf`	Empirical estimators for stochastically forced nonlinear systems: Observability, controllability and the invariant measure. ACC Jake V. Bouvrie, Boumediene Hamzi
2011	J	`jnl`	Model Reduction for Nonlinear Control Systems using Kernel Subspace Methods CoRR Jake V. Bouvrie, Boumediene Hamzi
2010	—	`conf`	Balanced reduction of nonlinear control systems in reproducing kernel Hilbert space. Allerton Jake V. Bouvrie, Boumediene Hamzi
2007	J	`jnl`	The Controlled Center Systems. IEEE Trans. Autom. Control. Boumediene Hamzi, Arthur J. Krener
2006	—	`conf`	The Controlled Center Systems. CDC Boumediene Hamzi, Arthur J. Krener
2006	J	`jnl`	The controlled center dynamics of discrete time control bifurcations. Syst. Control. Lett. Boumediene Hamzi, Arthur J. Krener, Wei Kang
2005	J	`jnl`	The Controlled Center Dynamics. Multiscale Model. Simul. Boumediene Hamzi, Wei Kang, Arthur J. Krener
2004	J	`jnl`	Analysis and Control of Hopf Bifurcations. SIAM J. Control. Optim. Boumediene Hamzi, Wei Kang, Jean-Pierre Barbot
2003	—	`conf`	Control of center manifolds. CDC Boumediene Hamzi, Wei Kang, Arthur J. Krener
2003	—	`conf`	Normal forms for nonlinear discrete time control systems. CDC Boumediene Hamzi, Issa Amadou Tall
2003	J	`jnl`	Resonant terms and bifurcations of nonlinear control systems with one uncontrollable mode. Syst. Control. Lett. Boumediene Hamzi, Wei Kang
2002	—	`conf`	Analysis and stabilization of nonlinear systems with a zero-Hopf control bifurcation. CDC Boumediene Hamzi
2002	—	`conf`	Quadratic stabilization of systems with period doubling bifurcation. CDC Boumediene Hamzi, Salvatore Monaco, Dorothée Normand-Cyrot
2001	J	`jnl`	Ignored input dynamics and a new characterization of control Lyapunov functions. Autom. Boumediene Hamzi, Laurent Praly
2001	J	`jnl`	Nonlinear discrete-time control of systems with a Naimark-Sacker bifurcation. Syst. Control. Lett. Boumediene Hamzi, Jean-Pierre Barbot, Salvatore Monaco, Dorothée Normand-Cyrot
2001	—	`conf`	Resonant terms in a class of systems with stationary bifurcations. CDC Boumediene Hamzi, Wei Kang
2001	J	`jnl`	Some results on inverse optimality based designs. Syst. Control. Lett. Boumediene Hamzi
2000	—	`conf`	On the control of Hopf bifurcations. CDC Boumediene Hamzi, Wei Kang, Jean-Pierre Barbot
1999	—	`conf`	Ignored input dynamics and a new characterization of control Lyapunov functions. ECC Boumediene Hamzi, Laurent Praly