483 citations · 489 across the 2 of their papers we have counts for
4 papers
Nuisances via Negativa: Adjusting for Spurious Correlations via Data Augmentation
Aahlad Puli, Nitish Joshi, Yoav Wald +2
In prediction tasks, there exist features that are related to the label in the same way across different settings for that task; these are semantic features or semantics. Features…
Permutation p-value approximation via generalized Stolarsky invariance
Hera Yu He, Kinjal Basu, Qingyuan Zhao +1
It is common for genomic data analysis to use -values from a large number of permutation tests. The multiplicity of tests may require very tiny -values in order to reject any…
SEISMIC: A Self-Exciting Point Process Model for Predicting Tweet Popularity
Qingyuan Zhao, Murat A. Erdogdu, Hera Y. He +2
Social networking websites allow users to create and share content. Big information cascades of post resharing can form as users of these sites reshare others' posts with their fri…
Optimal mixture weights in multiple importance sampling
Hera Y. He, Art B. Owen
In multiple importance sampling we combine samples from a finite list of proposal distributions. When those proposal distributions are used to create control variates, it is possib…