20 citations · 34 across the 3 of their papers we have counts for
3 papers
Efficient Strongly Polynomial Algorithms for Quantile Regression
Suraj Shetiya, Shohedul Hasan, Abolfazl Asudeh +1
Linear Regression is a seminal technique in statistics and machine learning, where the objective is to build linear predictive models between a response (i.e., dependent) variable…
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…