Lyudmila Grigoryeva
5 papers · 2018–2024 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Keywords
reservoir computing
(3)
dynamical system
(2)
fading memory
(2)
rademacher complexity
(1)
stochastic process
(1)
risk bound
(1)
recurrent neural network
(1)
partial differential equation
(1)
numerical solver
(1)
random neural network
(1)
parareal method
(1)
non-asymptotic bound
(1)
krylov subspace
(1)
echo state property
(1)
volterra series
(1)
echo state network
(1)
universal approximator
(1)
memory capacity
(1)
numerical analysis
(1)
coarse solver
(1)
Papers
Memory of recurrent networks: Do we compute it right?
JMLR 2024
RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks
NeurIPS 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