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GeCo: Quality Counterfactual Explanations in Real Time

Jan 05, 2021
Maximilian Schleich, Zixuan Geng, Yihong Zhang, Dan Suciu

* 13 pages, 7 figures, 3 tables, 3 algorithms 

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On the Tractability of SHAP Explanations

Sep 18, 2020
Guy Van den Broeck, Anton Lykov, Maximilian Schleich, Dan Suciu


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Causality-based Explanation of Classification Outcomes

Mar 15, 2020
Leopoldo Bertossi, Jordan Li, Maximilian Schleich, Dan Suciu, Zografoula Vagena

* 15 pages, 5 figures, 1 table 

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Multi-layer Optimizations for End-to-End Data Analytics

Jan 10, 2020
Amir Shaikhha, Maximilian Schleich, Alexandru Ghita, Dan Olteanu


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Rk-means: Fast Clustering for Relational Data

Oct 11, 2019
Ryan Curtin, Ben Moseley, Hung Q. Ngo, XuanLong Nguyen, Dan Olteanu, Maximilian Schleich


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On Functional Aggregate Queries with Additive Inequalities

Dec 22, 2018
Mahmoud Abo Khamis, Ryan R. Curtin, Benjamin Moseley, Hung Q. Ngo, XuanLong Nguyen, Dan Olteanu, Maximilian Schleich


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