Unconditional Coresets for Regularized Loss Minimization RR Curtin, S Im, B Moseley, K Pruhs, A Samadian Proceedings of the 23rdInternational Conference on Artificial Intelligence …, 2020 | 16* | 2020 |
In-Database Regression in Input Sparsity Time R Jayaram, A Samadian, D Woodruff, P Ye International Conference on Machine Learning, 4797-4806, 2021 | 9 | 2021 |
Relational Algorithms for k-means Clustering B Moseley, K Pruhs, A Samadian, Y Wang 48th International Colloquium on Automata, Languages, and Programming (ICALP …, 2021 | 9 | 2021 |
Optimizing Polymatroid Functions S Im, B Moseley, HQ Ngo, K Pruhs, A Samadian arXiv preprint arXiv:2211.08381, 2022 | 4 | 2022 |
A Relational Gradient Descent Algorithm For Support Vector Machine Training M Abo-Khamis, S Im, B Moseley, K Pruhs, A Samadian Symposium on Algorithmic Principles of Computer Systems (APOCS), 100-113, 2021 | 4 | 2021 |
Approximate Aggregate Queries Under Additive Inequalities M Abo-Khamis, S Im, B Moseley, K Pruhs, A Samadian Symposium on Algorithmic Principles of Computer Systems (APOCS), 85-99, 2021 | 3 | 2021 |
Relational Machine Learning Algorithms A Samadianzakaria University of Pittsburgh, 2021 | | 2021 |
Relational Boosted Regression Trees S Cromp, A Samadian, K Pruhs arXiv preprint arXiv:2107.12373, 2021 | | 2021 |
An Approximation Algorithm for the Matrix Tree Multiplication Problem M Abo-Khamis, R Curtin, S Im, B Moseley, H Ngo, K Pruhs, A Samadian 46th International Symposium on Mathematical Foundations of Computer Science …, 2021 | | 2021 |
Instance Optimal Join Size Estimation M Abo-Khamis, S Im, B Moseley, K Pruhs, A Samadian Procedia Computer Science 195, 135-144, 2021 | | 2021 |
Need-Aware College Admissions and the Stability of Marriage M Bender, K Pruhs, A Samadian | | |