Laure Sansonnet

Multiclass classification for Hawkes processes

We investigate the multiclass classification prob- lem where the features are event sequences. More precisely, the data are assumed to be generated by a mixture of simple linear Hawkes processes. In this new setting, the classes are discriminated by various triggering kernels. A challenge is then to…