Weak Supervision

論文メモ Get Another Label? Improving Data Quality and Data Mining Using Multiple, Noisy Labelers(2018)

メモ ActiveClean: Interactive Data Cleaning For Statistical Modeling(2016)

概要 Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses (2012)

メモ Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale(2019)

メモ Training Complex Models with Multi-Task Weak Supervision(2018)

メモ Snorkel: Rapid Traning Data Creation with Weak Supervision (2020)