22 citations · 43 across the 11 of their papers we have counts for
3 papers · 1 filter
Efficiently Answering Durability Prediction Queries
Junyang Gao, Yifan Xu, Pankaj K. Agarwal +1
We consider a class of queries called durability prediction queries that arise commonly in predictive analytics, where we use a given predictive model to answer questions about pos…
Durable Top-K Instant-Stamped Temporal Records with User-Specified Scoring Functions
Junyang Gao, Stavros Sintos, Pankaj K. Agarwal +1
A way of finding interesting or exceptional records from instant-stamped temporal data is to consider their "durability," or, intuitively speaking, how well they compare with other…
Selecting Data to Clean for Fact Checking: Minimizing Uncertainty vs. Maximizing Surprise
Stavros Sintos, Pankaj K. Agarwal, Jun Yang
We study the optimization problem of selecting numerical quantities to clean in order to fact-check claims based on such data. Oftentimes, such claims are technically correct, but…