Bayesian Nonlinear Support Vector Machines for Big Data — mentioned by cultus

Mon, 31 Dec 2018 17:36:32 GMT

There's been some work on variational Bayesian formulations of SVMs in the last few years. These can give actual uncertainty estimates and do automatic hyperparameter tuning. This one in particular is very cool: https://arxiv.org/pdf/1707.05532.pdf

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

Bayesian Nonlinear Support Vector Machines for Big Data · HackerPapers discussions

Bayesian Nonlinear Support Vector Machines for Big Data — mentioned by cultus