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2020 – today
- 2024
[j14]Kamaludin Dingle
, Mohammad Alaskandarani, Boumediene Hamzi, Ard A. Louis:
Exploring Simplicity Bias in 1D Dynamical Systems. Entropy 26(5): 426 (2024)- [i11]Boumediene Hamzi, Kamaludin Dingle:
Simplicity bias, algorithmic probability, and the random logistic map. CoRR abs/2401.00593 (2024) - [i10]Daniel Lengyel, Panos Parpas, Boumediene Hamzi, Houman Owhadi:
Kernel Sum of Squares for Data Adapted Kernel Learning of Dynamical Systems from Data: A global optimization approach. CoRR abs/2408.06465 (2024) - 2023
- [j13]Majid Gazor, Boumediene Hamzi, Ahmad Shoghi:
The infinite level normal forms for non-resonant double Hopf singularities. Syst. Control. Lett. 176: 105529 (2023) - [i9]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 abs/2301.10321 (2023) - [i8]Boumediene Hamzi, Marcus Hutter, Houman Owhadi:
Bridging Algorithmic Information Theory and Machine Learning: A New Approach to Kernel Learning. CoRR abs/2311.12624 (2023) - 2022
- [i7]Matthieu Darcy, Boumediene Hamzi, Giulia Livieri, Houman Owhadi, Peyman Tavallali:
One-Shot Learning of Stochastic Differential Equations with Computational Graph Completion. CoRR abs/2209.12086 (2022) - 2021
- [j12]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): 3 (2021) - [j11]Fritz Colonius, Boumediene Hamzi:
Entropy for Practical Stabilization. SIAM J. Control. Optim. 59(3): 2195-2222 (2021) - [i6]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 abs/2111.13037 (2021) - 2020
- [j10]Stefan Klus, Feliks Nüske, Boumediene Hamzi:
Kernel-Based Approximation of the Koopman Generator and Schrödinger Operator. Entropy 22(7): 722 (2020) - [i5]Stefan Klus, Feliks Nüske, Boumediene Hamzi:
Kernel-based approximation of the Koopman generator and Schrödinger operator. CoRR abs/2005.13231 (2020) - [i4]Boumediene Hamzi, Houman Owhadi:
Learning dynamical systems from data: a simple cross-validation perspective. CoRR abs/2007.05074 (2020) - [i3]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 abs/2012.00338 (2020)
2010 – 2019
- 2019
- [c12]Boumediene Hamzi, Fritz Colonius:
Kernel Methods for Discrete-Time Linear Equations. ICCS (4) 2019: 178-191 - 2018
- [i2]Boumediene Hamzi, Eyad H. Abed:
A Note on Local Mode-in-State Participation Factors for Nonlinear Systems. CoRR abs/1811.04205 (2018) - 2017
- [j9]Jake V. Bouvrie, Boumediene Hamzi:
Kernel Methods for the Approximation of Nonlinear Systems. SIAM J. Control. Optim. 55(4): 2460-2492 (2017) - 2014
- [c11]Boumediene Hamzi, Eyad H. Abed:
Local mode-in-state participation factors for nonlinear systems. CDC 2014: 43-48 - 2012
- [c10]Jake V. Bouvrie, Boumediene Hamzi:
Empirical estimators for stochastically forced nonlinear systems: Observability, controllability and the invariant measure. ACC 2012: 4142-4148 - 2011
- [i1]Jake V. Bouvrie, Boumediene Hamzi:
Model Reduction for Nonlinear Control Systems using Kernel Subspace Methods. CoRR abs/1108.2903 (2011) - 2010
- [c9]Jake V. Bouvrie, Boumediene Hamzi:
Balanced reduction of nonlinear control systems in reproducing kernel Hilbert space. Allerton 2010: 294-301
2000 – 2009
- 2007
- [j8]Boumediene Hamzi, Arthur J. Krener:
The Controlled Center Systems. IEEE Trans. Autom. Control. 52(11): 2188-2192 (2007) - 2006
- [j7]Boumediene Hamzi, Arthur J. Krener, Wei Kang:
The controlled center dynamics of discrete time control bifurcations. Syst. Control. Lett. 55(7): 585-596 (2006) - [c8]Boumediene Hamzi, Arthur J. Krener:
The Controlled Center Systems. CDC 2006: 6414-6418 - 2005
- [j6]Boumediene Hamzi, Wei Kang, Arthur J. Krener:
The Controlled Center Dynamics. Multiscale Model. Simul. 3(4): 838-852 (2005) - 2004
- [j5]Boumediene Hamzi, Wei Kang, Jean-Pierre Barbot:
Analysis and Control of Hopf Bifurcations. SIAM J. Control. Optim. 42(6): 2200-2220 (2004) - 2003
- [j4]Boumediene Hamzi, Wei Kang:
Resonant terms and bifurcations of nonlinear control systems with one uncontrollable mode. Syst. Control. Lett. 49(4): 267-278 (2003) - [c7]Boumediene Hamzi, Issa Amadou Tall:
Normal forms for nonlinear discrete time control systems. CDC 2003: 1357-1361 - [c6]Boumediene Hamzi, Wei Kang, Arthur J. Krener:
Control of center manifolds. CDC 2003: 2065-2070 - 2002
- [c5]Boumediene Hamzi, Salvatore Monaco, Dorothée Normand-Cyrot:
Quadratic stabilization of systems with period doubling bifurcation. CDC 2002: 3907-3911 - [c4]Boumediene Hamzi:
Analysis and stabilization of nonlinear systems with a zero-Hopf control bifurcation. CDC 2002: 3912-3917 - 2001
- [j3]Boumediene Hamzi, Laurent Praly:
Ignored input dynamics and a new characterization of control Lyapunov functions. Autom. 37(6): 831-841 (2001) - [j2]Boumediene Hamzi:
Some results on inverse optimality based designs. Syst. Control. Lett. 43(4): 239-246 (2001) - [j1]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): 245-258 (2001) - [c3]Boumediene Hamzi, Wei Kang:
Resonant terms in a class of systems with stationary bifurcations. CDC 2001: 722-727 - 2000
- [c2]Boumediene Hamzi, Wei Kang, Jean-Pierre Barbot:
On the control of Hopf bifurcations. CDC 2000: 1631-1636
1990 – 1999
- 1999
- [c1]Boumediene Hamzi, Laurent Praly:
Ignored input dynamics and a new characterization of control Lyapunov functions. ECC 1999: 2626-2631
Coauthor Index
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