Learning from Label Proportions in Brain-Computer Interfaces: Online Unsupervised Learning with Guarantees

D Hübner, T Verhoeven, K Schmid +3

Objective: Using traditional approaches, a Brain-Computer Interface (BCI) requires the collection of calibration data for new subjects prior to online use. Calibration time can be…