162 citations · 294 across the 20 of their papers we have counts for
22 papers
Approximate Query Processing using Deep Generative Models
Saravanan Thirumuruganathan, Shohedul Hasan, Nick Koudas +1
Data is generated at an unprecedented rate surpassing our ability to analyze them. The database community has pioneered many novel techniques for Approximate Query Processing (AQP)…
Multi-Attribute Selectivity Estimation Using Deep Learning
Shohedul Hasan, Saravanan Thirumuruganathan, Jees Augustine +2
Selectivity estimation - the problem of estimating the result size of queries - is a fundamental problem in databases. Accurate estimation of query selectivity involving multiple c…
QR2: A Third-party Query Reranking Service Over Web Databases
Yeshwanth D. Gunasekaran, Abolfazl Asudeh, Sona Hasani +3
The ranked retrieval model has rapidly become the de-facto way for search query processing in web databases. Despite the extensive efforts on designing better ranking mechanisms, i…
RRR: Rank-Regret Representative
Abolfazl Asudeh, Azade Nazi, Nan Zhang +2
Selecting the best items in a dataset is a common task in data exploration. However, the concept of "best" lies in the eyes of the beholder: different users may consider different…
Designing Fair Ranking Schemes
Abolfazl Asudeh, H. V. Jagadish, Julia Stoyanovich +1
Items from a database are often ranked based on a combination of multiple criteria. A user may have the flexibility to accept combinations that weigh these criteria differently, wi…
Assisting Service Providers In Peer-to-peer Marketplaces: Maximizing Gain Over Flexible Attributes
Abolfazl Asudeh, Azade Nazi, Nick Koudas +1
Peer to peer marketplaces such as AirBnB enable transactional exchange of services directly between people. In such platforms, those providing a service (hosts in AirBnB) are faced…