Fast inference of Boosted Decision Trees in FPGAs for particle physics — mentioned by magicalhippo

Wed, 23 Jun 2021 01:34:23 GMT

> I have yet to see a real world production pipeline where GBDT provides enough improvement over Logistic Regression Not my field at all, so "I know nooothing". Are GBDT's very different from "plain" binary decision trees? I've seen the latter a lot in the context of particle experiments[1][2][3]. [1]: https://arxiv.org/abs/physics/0408124 [2]: http://cds.cern.ch/record/2289251/ [3]: https://arxiv.org/abs/2002.02534

Paper and discussion history. A mention is not an endorsement.

Fast inference of Boosted Decision Trees in FPGAs for particle physics · HackerPapers discussions

Fast inference of Boosted Decision Trees in FPGAs for particle physics — mentioned by magicalhippo