Anton Lykov is an author at University of Washington specializing in engineering, computer science, and data science.
Top concepts
Data MiningEngineeringData ScienceComputer ScienceMachine LearningKnowledge DiscoveryComplexityExplainable AiFormal MethodsInterpretability
Publications per year
2021–2024
3
3
On the Tractability of SHAP Explanations
Guy Van den Broeck, Anton Lykov, Maximilian Schleich et al. · Journal of Artificial Intelligence Research · 2022 · 370 citations · Full text
Chorus: Foundation Models for Unified Data Discovery and Exploration
Moe Kayali, Anton Lykov, Ilias Fountalis et al. · Proceedings of the VLDB Endowment · 2024 · 26 citations
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