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Temporal Evaluation of Probability Calibration with Experimental Errors

  • Source: 1st International Workshop on AI in Drug Discovery, AIDD 2024, held as a part of the 33rd International Conference on Artificial Neural Networks, ICANN 2024, Lugano, Switzerland Lecture Notes in

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Towards Interpretable Models of Chemist Preferences for Human-in-the-Loop Assisted Drug Discovery

Subjects: Interpretability; Human-in-the-loop machine learning; Feature decomposition

  • Source: 1st International Workshop on AI in Drug Discovery, AIDD 2024, held as a part of the 33rd International Conference on Artificial Neural Networks, ICANN 2024, Lugano, Switzerland Lecture Notes in

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Registries in Machine Learning-Based Drug Discovery: A Shortcut to Code Reuse

Subjects: modularity; machine learning; design pattern

  • Source: 1st International Workshop on AI in Drug Discovery, AIDD 2024, held as a part of the 33rd International Conference on Artificial Neural Networks, ICANN 2024, Lugano, Switzerland Lecture Notes in

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Temporal Evaluation of Uncertainty Quantification Under Distribution Shift

Subjects: drug discovery; deep learning; molecular property prediction

  • Source: 1st International Workshop on AI in Drug Discovery, AIDD 2024, held as a part of the 33rd International Conference on Artificial Neural Networks, ICANN 2024, Lugano, Switzerland Lecture Notes in

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