241 citations · 269 across the 8 of their papers we have counts for
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cs.LG2020
Learning from Positive and Unlabeled Data with Arbitrary Positive Shift
Zayd Hammoudeh, Daniel Lowd
Positive-unlabeled (PU) learning trains a binary classifier using only positive and unlabeled data. A common simplifying assumption is that the positive data is representative of t…
cs.SI2020
EGGS: A Flexible Approach to Relational Modeling of Social Network Spam
Jonathan Brophy, Daniel Lowd
Social networking websites face a constant barrage of spam, unwanted messages that distract, annoy, and even defraud honest users. These messages tend to be very short, making them…