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cs.DB2021★ 2 cited
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…
cs.DB2021
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.…