no code implementations • 1 Oct 2022 • Manisha Dubey, P. K. Srijith, Maunendra Sankar Desarkar
We also develop a hypernetwork based continually learning temporal point process for continuous modeling of time-to-event sequences with minimal forgetting.
no code implementations • 29 Dec 2021 • Manisha Dubey, Ragja Palakkadavath, P. K. Srijith
Therefore, we propose a novel point process model, Bayesian Neural Hawkes process (BNHP) which leverages uncertainty modelling capability of Bayesian models and generalization capability of the neural networks to model event occurrence times.