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08/04/2023
Auditing Yelp's Business Ranking and Review Recommendation Through the Lens of Fairness
Web 2.0 recommendation systems, such as Yelp, connect users and business...
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07/14/2023
Efficient Strongly Polynomial Algorithms for Quantile Regression
Linear Regression is a seminal technique in statistics and machine learn...
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03/24/2019
Approximate Query Processing using Deep Generative Models
Data is generated at an unprecedented rate surpassing our ability to ana...
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03/24/2019
Multi-Attribute Selectivity Estimation Using Deep Learning
Selectivity estimation - the problem of estimating the result size of qu...
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07/13/2018
QR2: A Third-party Query Reranking Service Over Web Databases
The ranked retrieval model has rapidly become the de-facto way for searc...
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02/28/2018
RRR: Rank-Regret Representative
We propose the rank-regret representative as a way of choosing a small s...
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12/28/2017
Designing Fair Ranking Schemes
Items from a database are often ranked based on a combination of multipl...
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05/08/2017
