Search Results for author: Anton Lykov

Found 2 papers, 1 papers with code

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

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

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