Lyudmila Grigoryeva
5 papers
· 2018–2024
· 2 conferences
· across top CS/AI conferences
Achievements
π£
Hot Topic Early Bird
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(2)
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Academic Marathon
(6)
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Cross-Pollinator
(5)
πΊοΈ
Taxonomy Completionist
(16)
β
The Questioner
Conferences
JMLR (4)
NIPS (1)
Top co-authors
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
Risk Bounds for Reservoir Computing
JMLR 2020
Differentiable reservoir computing
JMLR 2019