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08/24/2020
On sampling from data with duplicate records
Data deduplication is the task of detecting records in a database that c...
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06/18/2020
Record fusion: A learning approach
Record fusion is the task of aggregating multiple records that correspon...
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05/18/2020
Approximate Denial Constraints
The problem of mining integrity constraints from data has been extensive...
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06/29/2019
Approximate Inference in Structured Instances with Noisy Categorical Observations
We study the problem of recovering the latent ground truth labeling of a...
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04/04/2019