HARMLESS couples Hawkes processes, mixed-membership stochastic blockmodels, and MAML-style adaptation to improve predictive likelihood for short event sequences.
Update forq3 andq4 The derivation of update forq3 andq4 is very similar to the update forq2, so we will not elaborate on that
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Meta Learning with Relational Information for Short Sequences
HARMLESS couples Hawkes processes, mixed-membership stochastic blockmodels, and MAML-style adaptation to improve predictive likelihood for short event sequences.