2 citations · 3 across the 3 of their papers we have counts for
4 papers
Degree Sequence Bound For Join Cardinality Estimation
Kyle Deeds, Dan Suciu, Magda Balazinska +1
Recent work has demonstrated the catastrophic effects of poor cardinality estimates on query processing time. In particular, underestimating query cardinality can result in overly…
DeepEverest: Accelerating Declarative Top-K Queries for Deep Neural Network Interpretation
Dong He, Maureen Daum, Walter Cai +1
We design, implement, and evaluate DeepEverest, a system for the efficient execution of interpretation by example queries over the activation values of a deep neural network. DeepE…
Toward Data Cleaning with a Target Accuracy: A Case Study for Value Normalization
Adel Ardalan, Derek Paulsen, Amanpreet Singh Saini +2
Many applications need to clean data with a target accuracy. As far as we know, this problem has not been studied in depth. In this paper we take the first step toward solving it.…
Mosaic: A Sample-Based Database System for Open World Query Processing
Laurel Orr, Samuel Ainsworth, Walter Cai +3
Data scientists have relied on samples to analyze populations of interest for decades. Recently, with the increase in the number of public data repositories, sample data has become…