Lyudmila Grigoryeva
5 papers · 2018–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (6)
π
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
RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks
NIPS 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