Picket: Guarding Against Corrupted Data in Tabular Data during Learning and Inference

Zifan Liu, Zhechun Zhou, Theodoros Rekatsinas

Data corruption is an impediment to modern machine learning deployments. Corrupted data can severely bias the learned model and can also lead to invalid inferences. We present, Pic…