Towards Interactive Weak Supervision with FlyingSquid

Modern machine learning models require a lot of training data to be successful. Over the past few years, we've been studying programatically creating labels with weak supervision to address this training data bottleneck; instead of relying on manual labels, data programming uses weak supervision---multiple noisy label sources---to automatically generate labeled... [Read More]