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ajratner.github.io by ajratner Alex Ratner Snorkel / UW / Stanford Github | Google | Twitter Email: ajratner at gmail.com Latest News [5/31/2020] Upcoming talk at the MSR Frontiers in Machine Learning event (7/23). [5/27/2020] Our work using Snorkel to extract chemical reactions from biomedical literature is in press ! [5/1/20] Our work on applying Snorkel to medical imaging and monitoring in the cross-modal is in press ! [9/4/19] New paper accepted to NeurIPS on slicing functions for monitoring and modeling subsets or slices of datasets; see tutorial in Snorkel . [8/15/19] Very excited to release Snorkel v0.9 ! Release notes here . One of the key bottlenecks in building machine learning systems today is creating and managing training datasets . Instead of labeling data by hand, I work on enabling users to interact with the modern ML stack by programmatically building and managing training datasets . These weak supervision approaches can lead t...
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