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agree the neural JSDE is an interesting model that introduces discrete events into continuous latent ODE framework

Neural Information Processing SystemsOct-2-2025, 19:12:17 GMT

We thank the reviewers for their careful reading of the paper. Table 1: Neural ODE / JSDE predicted conditional intensity error. MAPE ODE JSDE Poisson 1.2 1.3 Hawkes (E) 172.0 5.9 Hawkes (PL) 91.4 17.1 Self-Correcting 27.2 9.3 expect the model to only work well for Poisson process which does not We will add the following details to the paper. Reviewer 1 also noted the Poisson dataset does not fit well to the Poisson process. We find that using longer Poisson sequences remedies this issue.

artificial intelligence, machine learning, ode framework, (13 more...)

Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Machine Learning (0.51)

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