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09/27/2022
Stability Via Adversarial Training of Neural Network Stochastic Control of Mean-Field Type
In this paper, we present an approach to neural network mean-field-type ...
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02/03/2022
Efficient learning of hidden state LTI state space models of unknown order
The aim of this paper is to address two related estimation problems aris...
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09/17/2021
Non asymptotic estimation lower bounds for LTI state space models with Cramér-Rao and van Trees
We study the estimation problem for linear time-invariant (LTI) state-sp...
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09/03/2021
Quantum support vector regression for disability insurance
We propose a hybrid classical-quantum approach for modeling transition p...
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11/28/2019