Mahmoud Abo Khamis
Mahmoud Abo Khamis
Relational AI
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Year
FAQ: Questions Asked Frequently
M Abo Khamis, HQ Ngo, A Rudra
Proceedings of the 35th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2016
104*2016
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
48*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
472018
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
372017
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
34*2018
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
222016
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
19*2020
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
182019
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
152019
Juggling Functions Inside a Database
M Abo Khamis, HQ Ngo, A Rudra
ACM SIGMOD Record 46 (1), 6-13, 2017
132017
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
62020
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
42019
Bag Query Containment and Information Theory
M Abo Khamis, PG Kolaitis, HQ Ngo, D Suciu
Proceedings of the 39th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2020
3*2020
Decision Problems in Information Theory
M Abo Khamis, PG Kolaitis, HQ Ngo, D Suciu
The 47th International Colloquium on Automata, Languages and Programming …, 2020
2*2020
Sparse Approximation, List Decoding, and Uncertainty Principles
M Abo Khamis, AC Gilbert, HQ Ngo, A Rudra
arXiv preprint arXiv:1404.5190, 2014
12014
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
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
2021
Instance Optimal Join Size Estimation
M Abo Khamis, S Im, B Moseley, K Pruhs, A Samadian
arXiv preprint arXiv:2012.08083, 2020
2020
In-Database Factorized Learning
D Olteanu, M Schleich, J Zavodny, FDB Team, M Abo Khamis, H Ngo, ...
2017
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Articles 1–19