36 citations · 36 across the 1 of their papers we have counts for
2 papers
cs.LG2019
Cross-Modal Data Programming Enables Rapid Medical Machine Learning
Jared Dunnmon, Alexander Ratner, Nishith Khandwala +8
Labeling training datasets has become a key barrier to building medical machine learning models. One strategy is to generate training labels programmatically, for example by applyi…
cs.LG2017★ 36 cited
Inferring Generative Model Structure with Static Analysis
Paroma Varma, Bryan He, Payal Bajaj +4
Obtaining enough labeled data to robustly train complex discriminative models is a major bottleneck in the machine learning pipeline. A popular solution is combining multiple sourc…