Grigoryeva, Lyudmila

6 publications

JMLR 2024 Memory of Recurrent Networks: Do We Compute It Right? Giovanni Ballarin, Lyudmila Grigoryeva, Juan-Pablo Ortega

NeurIPS 2024 RandNet-Parareal: A Time-Parallel PDE Solver Using Random Neural Networks Guglielmo Gattiglio, Lyudmila Grigoryeva, Massimiliano Tamborrino

NeurIPSW 2021 Expressive Power of Randomized Signature Christa Cuchiero, Lukas Gonon, Lyudmila Grigoryeva, Juan-Pablo Ortega, Josef Teichmann

JMLR 2020 Risk Bounds for Reservoir Computing Lukas Gonon, Lyudmila Grigoryeva, Juan-Pablo Ortega

JMLR 2019 Differentiable Reservoir Computing Lyudmila Grigoryeva, Juan-Pablo Ortega

JMLR 2018 Universal Discrete-Time Reservoir Computers with Stochastic Inputs and Linear Readouts Using Non-Homogeneous State-Affine Systems Lyudmila Grigoryeva, Juan-Pablo Ortega