Maximilian Schleich
Maximilian Schleich
Verifierad e-postadress på cs.ox.ac.uk - Startsida
TitelCiteras avÅr
Learning linear regression models over factorized joins
M Schleich, D Olteanu, R Ciucanu
Proceedings of the 2016 International Conference on Management of Data, 3-18, 2016
812016
Factorized databases
D Olteanu, M Schleich
ACM SIGMOD Record 45 (2), 5-16, 2016
282016
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
25*2018
F: regression models over factorized views
DA Olteanu, MJ Schleich
Proceedings of the VLDB Endowment 9 (13), 2016
182016
AC/DC: in-database learning thunderstruck
MA Khamis, HQ Ngo, XL Nguyen, D Olteanu, M Schleich
Proceedings of the Second Workshop on Data Management for End-To-End Machine …, 2018
122018
In-database factorized learning
HQ Ngo, XL Nguyen, D Olteanu, M Schleich
CEUR Workshop Proceedings, 2017
62017
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
52019
On functional aggregate queries with additive inequalities
M Abo Khamis, RR Curtin, B Moseley, HQ Ngo, XL Nguyen, D Olteanu, ...
Proceedings of the 38th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2019
42019
AC/DC: In-database learning thunderstruck
M Abo Khamis, HQ Ngo, XL Nguyen, D Olteanu, M Schleich
arXiv preprint arXiv:1803.07480, 2018
22018
On Functional Aggregate Queries with Additive Inequalities
MA Khamis, RR Curtin, B Moseley, HQ Ngo, XL Nguyen, D Olteanu, ...
arXiv preprint arXiv:1812.09526, 2018
12018
Multi-layer Optimizations for End-to-End Data Analytics
A Shaikhha, M Schleich, A Ghita, D Olteanu
arXiv preprint arXiv:2001.03541, 2020
2020
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
2019
Rk-means: Fast Clustering for Relational Data
R Curtin, B Moseley, HQ Ngo, XL Nguyen, D Olteanu, M Schleich
arXiv preprint arXiv:1910.04939, 2019
2019
Learning Regression Models Over Factorised Joins
MJ Schleich, D Olteanu
University of Oxford, 2015
2015
Learning models over relational data using sparse tensors and functional dependencies
D Olteanu, M Schleich, M Abo Khamis, X Nguyen, HQ Ngo
ACM Transactions on Database Systems, 0
In-Database Factorized Learning
D Olteanu, M Schleich, J Zavodny, FDB Team, M Abo-Khamis, H Ngo, ...
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Artiklar 1–16