Juan-Pablo Ortega
6 papers · 2018–2024 · 1 conference · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Academic Marathon (6) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (14)
πΊοΈ
Taxonomy Completionist
(13)
β
The Questioner
Conferences
JMLR (6)
Top co-authors
Keywords
reservoir computing
(3)
dynamical system
(3)
fading memory
(2)
system identification
(1)
generalization error
(1)
rademacher complexity
(1)
stochastic process
(1)
reproducing kernel
(1)
risk bound
(1)
recurrent neural network
(1)
non-asymptotic bound
(1)
krylov subspace
(1)
positive definite kernel
(1)
echo state property
(1)
volterra series
(1)
reproducing kernel krein space
(1)
positive decomposition
(1)
invariant kernel
(1)
non-euclidean datum
(1)
echo state network
(1)
Papers
Learnability of Linear Port-Hamiltonian Systems
JMLR 2024
Memory of recurrent networks: Do we compute it right?
JMLR 2024
Geometric Learning with Positively Decomposable Kernels
JMLR 2024
Risk Bounds for Reservoir Computing
JMLR 2020
Differentiable reservoir computing
JMLR 2019
Universal discrete-time reservoir computers with stochastic inputs and linear readouts using non-homogeneous state-affine systems
JMLR 2018