129 citations · 798 across the 46 of their papers we have counts for
5 papers · 1 filter
Smallset Timelines: A Visual Representation of Data Preprocessing Decisions
Lydia R. Lucchesi, Petra M. Kuhnert, Jenny L. Davis +1
Data preprocessing is a crucial stage in the data analysis pipeline, with both technical and social aspects to consider. Yet, the attention it receives is often lacking in research…
Determinantal Point Process Likelihoods for Sequential Recommendation
Yuli Liu, Christian Walder, Lexing Xie
Sequential recommendation is a popular task in academic research and close to real-world application scenarios, where the goal is to predict the next action(s) of the user based on…
Whose Advantage? Measuring Attention Dynamics across YouTube and Twitter on Controversial Topics
JooYoung Lee, Siqi Wu, Ali Mert Ertugrul +2
The ideological asymmetries have been recently observed in contested online spaces, where conservative voices seem to be relatively more pronounced even though liberals are known t…
Mapping Topics in 100,000 Real-life Moral Dilemmas
Tuan Dung Nguyen, Georgiana Lyall, Alasdair Tran +4
Moral dilemmas play an important role in theorizing both about ethical norms and moral psychology. Yet thought experiments borrowed from the philosophical literature often lack the…
Fair Wrapping for Black-box Predictions
Alexander Soen, Ibrahim Alabdulmohsin, Sanmi Koyejo +5
We introduce a new family of techniques to post-process ("wrap") a black-box classifier in order to reduce its bias. Our technique builds on the recent analysis of improper loss fu…