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A Relational Gradient Descent Algorithm For Support Vector Machine Training

Abo Khamis, Mahmoud ; Im, Sungjin ; Moseley, Ben ; Pruhs, Kirk ; Samadian, Alireza ( January 2021 , Symposium on Algorithmic Principles of Computer Systems)
null (Ed.)
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Instance Optimal Join Size Estimation

Abo Khamis, Mahmoud ; Im, Sungjin ; Moseley, Ben ; Pruhs, Kirk ; Samadian, Alireza ( January 2021 , Latin American Symposium on Theoretical Informatics)
null (Ed.)
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An Approximation Algorithm for the Matrix Tree Multiplication Problem

https://doi.org/10.4230/LIPIcs.MFCS.2021.6

Abo Khamis, Mahmoud ; Curtin, Ryan ; Im, Sungjin ; Moseley, Ben ; Ngo, Hung ; Pruhs, Kirk ; Samadian, Alireza ( January 2021 , Symposium on Mathematical Foundations of Computer Science)

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Relational Algorithms for k-Means Clustering

https://doi.org/10.4230/LIPIcs.ICALP.2021.97

Moseley, Benjamin ; Pruhs, Kirk ; Samadian, Alireza ; Wang, Yuyan ( January 2021 , International Colloquium on Automata, Languages, and Programming)

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Approximate Aggregate Queries Under Additive Inequalities

Abo Khamis, Mahmoud ; Im, Sungjin ; Moseley, Ben ; Pruhs, Kirk ; Samadian, Alireza ( January 2021 , Symposium on Algorithmic Principles of Computer Systems)
null (Ed.)
Full Text Available
Unconditional Coresets for Regularized Loss Minimization

Samadian, A ; Pruhs, K ; Moseley, B ; Im, S ; Curtin, R ( January 2020 , Proceedings of Machine Learning Research)
null (Ed.)
Full Text Available