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05/09/2022
Inference of multivariate exponential Hawkes processes with inhibition and application to neuronal activity
The Hawkes process is a multivariate past-dependent point process used t...
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03/09/2021
Maximum Likelihood Estimation for Hawkes Processes with self-excitation or inhibition
In this paper, we present a maximum likelihood method for estimating the...
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06/09/2020
Approximating Lipschitz continuous functions with GroupSort neural networks
Recent advances in adversarial attacks and Wasserstein GANs have advocat...
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06/04/2020
Some Theoretical Insights into Wasserstein GANs
Generative Adversarial Networks (GANs) have been successful in producing...
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08/29/2018
Accelerated proximal boosting
Gradient boosting is a prediction method that iteratively combines weak ...
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05/22/2018