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Maximilian Schleich
Maximilian Schleich
Zweryfikowany adres z cs.washington.edu - Strona główna
Tytuł
Cytowane przez
Cytowane przez
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On the tractability of SHAP explanations
G Van den Broeck, A Lykov, M Schleich, D Suciu
Journal of Artificial Intelligence Research 74, 851-886, 2022
2472022
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
2072016
Factorized databases
D Olteanu, M Schleich
ACM SIGMOD Record 45 (2), 5-16, 2016
1182016
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
862018
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
772019
Geco: Quality counterfactual explanations in real time
M Schleich, Z Geng, Y Zhang, D Suciu
arXiv preprint arXiv:2101.01292, 2021
732021
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
692018
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
562020
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
452020
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
392020
F: Regression models over factorized views
D Olteanu, M Schleich
Proceedings of the VLDB Endowment 9 (13), 2016
352016
Optimizing tensor programs on flexible storage
M Schleich, A Shaikhha, D Suciu
Proceedings of the ACM on Management of Data 1 (1), 1-27, 2023
252023
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
232020
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
222020
Learning models over relational data: A brief tutorial
M Schleich, D Olteanu, M Abo-Khamis, HQ Ngo, XL Nguyen
Scalable Uncertainty Management: 13th International Conference, SUM 2019 …, 2019
212019
An intermediate representation for hybrid database and machine learning workloads
A Shaikhha, M Schleich, D Olteanu
Proceedings of the VLDB Endowment 14 (12), 2831-2834, 2021
152021
LMFAO: An engine for batches of group-by aggregates
M Schleich, D Olteanu
arXiv preprint arXiv:2008.08657, 2020
142020
In-database factorized learning
H Ngo, X Nguyen, D Olteanu, M Schleich
CEUR Workshop Proceedings 1912, 2017
102017
Computing rule-based explanations by leveraging counterfactuals
Z Geng, M Schleich, D Suciu
arXiv preprint arXiv:2210.17071, 2022
82022
Structure-aware machine learning over multi-relational databases
M Schleich
Proceedings of the 2021 International Conference on Management of Data, 6-7, 2021
32021
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