The Rocket paper [0] for time serie classification works along those lines. They use a linear classifier on top of an ensemble of random convolutions. [0]: htt

The Rocket paper [0] for time serie classification works along those lines. They use a linear classifier on top of an ensemble of random convolutions. [0]: https://arxiv.org/abs/1910.13051 https://arxiv.org/abs/1910.13051