Snorkel: rapid training data creation with weak supervision.
Alexander Ratner, Stephen H Bach, Henry Ehrenberg, Jason Fries, Sen Wu, Christopher Ré
Topics & Concepts
Pipeline (software)Computer scienceBottleneckMachine learningArtificial intelligenceSubject-matter expertHeuristicGround truthTraining setInterface (matter)Training (meteorology)Data modelingStructured predictionData miningSpeedupLayer (electronics)Deep learningPredictive modellingLabeled dataSubject (documents)Transfer of learningVolume (thermodynamics)Machine Learning and Data ClassificationArtificial Intelligence in Healthcare and EducationMachine Learning in Materials Science