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Mahmoud Abo Khamis
Mahmoud Abo Khamis
Relational AI
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FAQ: Questions Asked Frequently
M Abo Khamis, HQ Ngo, A Rudra
Proceedings of the 35th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2016
159*2016
In-Database Learning with Sparse Tensors
M Abo Khamis, HQ Ngo, XL Nguyen, D Olteanu, M Schleich
Proceedings of the 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2018
692018
Joins via Geometric Resolutions: Worst-case and Beyond
M Abo Khamis, HQ Ngo, C Ré, A Rudra
ACM Transactions on Database Systems (TODS) 41 (4), 22, 2016
66*2016
What do Shannon-type Inequalities, Submodular Width, and Disjunctive Datalog have to do with one another?
M Abo Khamis, HQ Ngo, D Suciu
Proceedings of the 36th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2017
572017
AC/DC: In-Database Learning Thunderstruck
M Abo Khamis, HQ Ngo, XL Nguyen, D Olteanu, M Schleich
Proceedings of the Second ACM SIGMOD Workshop on Data Management for End-To …, 2018
51*2018
A Layered Aggregate Engine for Analytics Workloads
M Schleich, D Olteanu, M Abo Khamis, HQ Ngo, XL Nguyen
Proceedings of the 2019 International Conference on Management of Data, 1642 …, 2019
502019
Computing Join Queries with Functional Dependencies
M Abo Khamis, HQ Ngo, D Suciu
Proceedings of the 35th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2016
342016
Functional Aggregate Queries with Additive Inequalities
M Abo Khamis, RR Curtin, B Moseley, HQ Ngo, X Nguyen, D Olteanu, ...
ACM Transactions on Database Systems (TODS) 45 (4), 1-41, 2020
272020
Learning Models over Relational Data Using Sparse Tensors and Functional Dependencies
M Abo Khamis, HQ Ngo, XL Nguyen, D Olteanu, M Schleich
ACM Transactions on Database Systems (TODS) 45 (2), 1-66, 2020
202020
Boolean Tensor Decomposition for Conjunctive Queries with Negation
M Abo Khamis, HQ Ngo, D Olteanu, D Suciu
Proceedings of the 22nd International Conference on Database Theory, March …, 2019
162019
Decision Problems in Information Theory
M Abo Khamis, PG Kolaitis, HQ Ngo, D Suciu
The 47th International Colloquium on Automata, Languages and Programming …, 2020
13*2020
Bag query containment and information theory
M Abo Khamis, PG Kolaitis, HQ Ngo, D Suciu
ACM Transactions on Database Systems (TODS) 46 (3), 1-39, 2021
122021
Juggling Functions Inside a Database
M Abo Khamis, HQ Ngo, A Rudra
ACM SIGMOD Record 46 (1), 6-13, 2017
122017
Learning Models over Relational Data: A Brief Tutorial
M Schleich, D Olteanu, M Abo Khamis, HQ Ngo, XL Nguyen
International Conference on Scalable Uncertainty Management, 423-432, 2019
92019
Convergence of Datalog over (Pre-) Semirings
M Abo Khamis, HQ Ngo, R Pichler, D Suciu, YR Wang
Proceedings of the 41st ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2022
8*2022
Optimizing Recursive Queries with Program Synthesis
Y Remy Wang, M Abo Khamis, HQ Ngo, R Pichler, D Suciu
arXiv e-prints, arXiv: 2202.10390, 2022
5*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
22021
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
22021
Datalog in Wonderland
M Abo Khamis, HQ Ngo, R Pichler, D Suciu, Y Remy Wang
ACM SIGMOD Record 51 (2), 6-17, 2022
1*2022
The Complexity of Boolean Conjunctive Queries with Intersection Joins
M Abo Khamis, G Chichirim, A Kormpa, D Olteanu
Proceedings of the 41st ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2022
1*2022
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