35 citations · 160 across the 33 of their papers we have counts for
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cs.DB2022
LinCQA: Faster Consistent Query Answering with Linear Time Guarantees
Zhiwei Fan, Paraschos Koutris, Xiating Ouyang +1
Most data analytical pipelines often encounter the problem of querying inconsistent data that violate pre-determined integrity constraints. Data cleaning is an extensively studied…
cs.DB2022
Ranked Enumeration of Join Queries with Projections
Shaleen Deep, Xiao Hu, Paraschos Koutris
Join query evaluation with ordering is a fundamental data processing task in relational database management systems. SQL and custom graph query languages such as Cypher offer this…
cs.LG2022
Certifiable Robustness for Nearest Neighbor Classifiers
Austen Z. Fan, Paraschos Koutris
ML models are typically trained using large datasets of high quality. However, training datasets often contain inconsistent or incomplete data. To tackle this issue, one solution i…