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03/08/2023
Certifiable Robustness for Naive Bayes Classifiers
Data cleaning is crucial but often laborious in most machine learning (M...
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08/25/2022
LinCQA: Faster Consistent Query Answering with Linear Time Guarantees
Most data analytical pipelines often encounter the problem of querying i...
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05/18/2020
A Comparative Exploration of ML Techniques for Tuning Query Degree of Parallelism
There is a large body of recent work applying machine learning (ML) tech...
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12/10/2018
Scaling-Up In-Memory Datalog Processing: Observations and Techniques
Recursive query processing has experienced a recent resurgence, as a res...
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09/24/2018