Maximilian Schleich
Maximilian Schleich
Verified email at cs.washington.edu - Homepage
Title
Cited by
Cited by
Year
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
1152016
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
Factorized databases
D Olteanu, M Schleich
ACM SIGMOD Record 45 (2), 5-16, 2016
472016
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
322018
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
19*2019
F: Regression models over factorized views
DA Olteanu, MJ Schleich
Proceedings of the VLDB Endowment 9 (13), 2016
192016
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
Rk-means: Fast clustering for relational data
R Curtin, B Moseley, H Ngo, XL Nguyen, D Olteanu, M Schleich
International Conference on Artificial Intelligence and Statistics, 2742-2752, 2020
62020
In-database factorized learning
HQ Ngo, XL Nguyen, D Olteanu, M Schleich
CEUR Workshop Proceedings, 2017
62017
Causality-based explanation of classification outcomes
L Bertossi, J Li, M Schleich, D Suciu, Z Vagena
Proceedings of the Fourth International Workshop on Data Management for End …, 2020
52020
Multi-layer optimizations for end-to-end data analytics
A Shaikhha, M Schleich, A Ghita, D Olteanu
Proceedings of the 18th ACM/IEEE International Symposium on Code Generation …, 2020
42020
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
Learning models over relational data using sparse tensors and functional dependencies
MA Khamis, HQ Ngo, X Nguyen, D Olteanu, M Schleich
ACM Transactions on Database Systems (TODS) 45 (2), 1-66, 2020
32020
LMFAO: An engine for batches of group-by aggregates
M Schleich, D Olteanu
arXiv preprint arXiv:2008.08657, 2020
22020
AC/DC: In-database learning thunderstruck
M Abo Khamis, HQ Ngo, XL Nguyen, D Olteanu, M Schleich
arXiv e-prints, arXiv: 1803.07480, 2018
22018
Learning Models over Relational Data using Sparse Tensors and Functional Dependencies
M Abo Khamis, HQ Ngo, XL Nguyen, D Olteanu, M Schleich
arXiv e-prints, arXiv: 1703.04780, 2017
12017
GeCo: Quality Counterfactual Explanations in Real Time
M Schleich, Z Geng, Y Zhang, D Suciu
arXiv preprint arXiv:2101.01292, 2021
2021
On the Tractability of SHAP Explanations
G Van den Broeck, A Lykov, M Schleich, D Suciu
2021
Functional Aggregate Queries with Additive Inequalities
MA Khamis, RR Curtin, B Moseley, HQ Ngo, X Nguyen, D Olteanu, ...
ACM Transactions on Database Systems (TODS) 45 (4), 1-41, 2020
2020
Structure-aware machine learning over multi-relational databases
MJ Schleich
University of Oxford, 2019
2019
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Articles 1–20