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Kenney Ng

2 accepted papers

2024

SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery

IJCAI 2024poster

Biomedical foundation models, trained on diverse sources of small molecule data, hold great potential for accelerating drug discovery. However, their complex nature often presents a barrier for researchers seeking scientific insights and drug candidate generation. SPARK addresses this challenge by p…

2021

Post-hoc loss-calibration for Bayesian neural networks

UAI 2021poster

Bayesian decision theory provides an elegant framework for acting optimally under uncertainty when tractable posterior distributions are available. Modern Bayesian models, however, typically involve intractable posteriors that are approximated with, potentially crude, surrogates. This difficulty has…

Cited by 12SourcePDFScholar