Juan-Pablo Ortega
Nanyang Technological University
H-index: 29
Asia-Singapore
Top articles of Juan-Pablo Ortega
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
State-Space Systems as Dynamic Generative Models | arXiv preprint arXiv:2404.08717 | Juan-Pablo Ortega Florian Rossmannek | 2024/4/12 |
Data-driven cold starting of good reservoirs | arXiv preprint arXiv:2403.10325 | Lyudmila Grigoryeva Boumediene Hamzi Felix P Kemeth Yannis Kevrekidis G Manjunath | 2024/3/15 |
Tracing curves in the plane: geometric-invariant learning from human demonstrations | Plos one | Sri Harsha Turlapati Lyudmila Grigoryeva Juan-Pablo Ortega Domenico Campolo | 2024/2/28 |
Learnability of linear port-Hamiltonian systems | Journal of Machine Learning Research | Juan-Pablo Ortega Daiying Yin | 2024 |
Quantum reservoir computing in finite dimensions | Physical Review E | Rodrigo Martínez-Peña Juan-Pablo Ortega | 2023/3/24 |
Learning strange attractors with reservoir systems | Nonlinearity | Lyudmila Grigoryeva Allen Hart Juan-Pablo Ortega | 2023/7/27 |
Geometric Learning with Positively Decomposable Kernels | Salem Said Cyrus Mostajeran Juan-Pablo Ortega Nathaël da Costa | 2023/11/4 | |
The Design and Development of Instrumented Toys for the Assessment of Infant Cognitive Flexibility | Sensors | Vishal Ramanathan Mohammad Zaidi Ariffin Guo Dong Goh Guo Liang Goh Mohammad Adhimas Rikat | 2023/3/1 |
Transport in reservoir computing | Physica D: Nonlinear Phenomena | G Manjunath Juan-Pablo Ortega | 2023/7/1 |
Invariant kernels on Riemannian symmetric spaces: a harmonic-analytic approach | Nathaël da Costa Cyrus Mostajeran Juan-Pablo Ortega Salem Said | 2023/11/4 | |
Memory of recurrent networks: Do we compute it right? | arXiv preprint arXiv:2305.01457 | Giovanni Ballarin Lyudmila Grigoryeva Juan-Pablo Ortega | 2023/5/2 |
THE ANNALS | The Annals of Probability | PETER K FRIZ PAVEL ZORIN-KRANICH XIN CHEN XUEMEI LI BO WU | 2023/3 |
Learning multi-modal generative models with permutation-invariant encoders and tighter variational bounds | arXiv preprint arXiv:2309.00380 | Marcel Hirt Domenico Campolo Victoria Leong Juan-Pablo Ortega | 2023/9/1 |
Infinite-dimensional reservoir computing | arXiv preprint arXiv:2304.00490 | Lukas Gonon Lyudmila Grigoryeva Juan-Pablo Ortega | 2023/4/2 |
Approximation bounds for random neural networks and reservoir systems | The Annals of Applied Probability | Lukas Gonon Lyudmila Grigoryeva Juan-Pablo Ortega | 2023/2 |
Expressiveness and Structure Preservation in Learning Port-Hamiltonian Systems | Juan-Pablo Ortega Daiying Yin | 2023/8/1 | |
A posteriori error analysis of a Banach spaces-based fully mixed FEM for double-diffusive convection in a fluid-saturated porous medium | Computational Geosciences | Sergio Caucao Gabriel N Gatica Juan P Ortega | 2023/4 |
Cold-starting of reservoir systems in the forecasting of dynamical systems | Lyudmila Grigoryeva Boumediene Hamzi Felix P Kemeth Yannis Kevrekidis Gangadhara Manjunath | 2024/8/30 | |
The Gaussian kernel on the circle and spaces that admit isometric embeddings of the circle | Nathaël Da Costa Cyrus Mostajeran Juan-Pablo Ortega | 2023/8/1 | |
Reservoir computing for macroeconomic forecasting with mixed-frequency data | International Journal of Forecasting | Giovanni Ballarin Petros Dellaportas Lyudmila Grigoryeva Marcel Hirt Sophie van Huellen | 2023/12/7 |
Co-Authors
