Maximilian Schleich
Maximilian Schleich
E-mail confirmado em cs.washington.edu - Página inicial
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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
1292016
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
552018
Factorized databases
D Olteanu, M Schleich
ACM SIGMOD Record 45 (2), 5-16, 2016
542016
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
372018
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
262019
F: regression models over factorized views
D Olteanu, M Schleich
Proceedings of the VLDB Endowment 9 (13), 1573-1576, 2016
222016
Functional Aggregate Queries with Additive Inequalities
MA Khamis, RR Curtin, B Moseley, HQ Ngo, XL Nguyen, D Olteanu, ...
ACM Transactions on Database Systems (TODS) 45 (4), 1-41, 2020
192020
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
142020
On the tractability of SHAP explanations
G Van den Broeck, A Lykov, M Schleich, D Suciu
Proceedings of AAAI, 2021
102021
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
82020
Learning models over relational data using sparse tensors and functional dependencies
MA Khamis, HQ Ngo, XL Nguyen, D Olteanu, M Schleich
ACM Transactions on Database Systems (TODS) 45 (2), 1-66, 2020
72020
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
72020
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
62019
In-database factorized learning
HQ Ngo, XL Nguyen, D Olteanu, M Schleich
CEUR Workshop Proceedings, 2017
62017
LMFAO: An engine for batches of group-by aggregates
M Schleich, D Olteanu
arXiv preprint arXiv:2008.08657, 2020
32020
GeCo: Quality counterfactual explanations in real time
M Schleich, Z Geng, Y Zhang, D Suciu
arXiv preprint arXiv:2101.01292, 2021
22021
An Intermediate Representation for Hybrid Database and Machine Learning Workloads
A Shaikhha, M Schleich, D Olteanu
PVLDB to appear, 2021
12021
AC/DC: In-database learning thunderstruck
M Abo Khamis, HQ Ngo, XL Nguyen, D Olteanu, M Schleich
arXiv e-prints, arXiv: 1803.07480, 2018
12018
Structure-aware machine learning over multi-relational databases
M Schleich
Proceedings of the 2021 International Conference on Management of Data, 6-7, 2021
2021
Learning Regression Models Over Factorised Joins
MJ Schleich, D Olteanu
University of Oxford, 2015
2015
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