Juan-Pablo Ortega
6 papers · 2018–2024 · 1 venue · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
π
Academic Marathon Β· Sprint
π
Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(12)
π£
Hot Topic Early Bird
β
The Questioner
Venues
Top co-authors
Research topics
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 data
(1)
echo state network
(1)
Papers
Geometric Learning with Positively Decomposable Kernels
JMLR 2024
Learnability of Linear Port-Hamiltonian Systems
JMLR 2024
Memory of recurrent networks: Do we compute it right?
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