Search Results for author: Anton Lykov

Found 2 papers, 1 papers with code

On the Tractability of SHAP Explanations

no code implementations18 Sep 2020 Guy Van den Broeck, Anton Lykov, Maximilian Schleich, Dan Suciu

First, we consider fully-factorized data distributions, and show that the complexity of computing the SHAP explanation is the same as the complexity of computing the expected value of the model.

BIG-bench Machine Learning

CHORUS: Foundation Models for Unified Data Discovery and Exploration

1 code implementation16 Jun 2023 Moe Kayali, Anton Lykov, Ilias Fountalis, Nikolaos Vasiloglou, Dan Olteanu, Dan Suciu

On all three tasks, we show that a foundation-model-based approach outperforms the task-specific models and so the state of the art.

Column Type Annotation Management

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