Search Results - "Shetiya, Suraj"

Compact Representatives of Databases and Responsible Data Management by Shetiya, Suraj

“…With the advent of advanced computational models, we are being constantly judged by AI systems, complex algorithmic systems based on data that has been…”
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Prediction Intervals for Learned Cardinality Estimation: An Experimental Evaluation by Thirumuruganathan, Saravanan, Shetiya, Suraj, Koudas, Nick, Das, Gautam

“…Cardinality estimation is a fundamental and challenging problem in query optimization. Recently, a number of learned models have been proposed for this task…”
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Fast Deterministic Black-Box Context-Free Grammar Inference by Arefin, Mohammad Rifat, Shetiya, Suraj, Wang, Zili, Csallner, Christoph

“…Black-box context-free grammar inference is a hard problem as in many practical settings it only has access to a limited number of example programs. The…”
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Fairness-Aware Range Queries for Selecting Unbiased Data by Shetiya, Suraj, Swift, Ian P., Asudeh, Abolfazl, Das, Gautam

“…We are being constantly judged by automated decision systems that have been widely criticised for being discriminatory and unfair. Since an algorithm is only…”
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Fast Deterministic Black-box Context-free Grammar Inference by Arefin, Mohammad Rifat, Shetiya, Suraj, Wang, Zili, Csallner, Christoph

“…Black-box context-free grammar inference is a hard problem as in many practical settings it only has access to a limited number of example programs. The…”
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Efficient Strongly Polynomial Algorithms for Quantile Regression by Shetiya, Suraj, Hasan, Shohedul, Asudeh, Abolfazl, Das, Gautam

“…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.,…”
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