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Causal Inference for Trustworthy AI: From Theory to Sequential Decision Systems by Assoc Prof Lu Zhang
5+ hour, 54+ min ago (243+ words) Nanyang Technological University - NTU Singapore Causal inference provides a principled framework for reasoning about interventional and counterfactual effects'capabilities that are essential for building trustworthy AI systems. However, most modern machine learning approaches remain largely correlational, limiting their ability to support…...
Machine Learning ensembles surpassed mechanistic baselines in predicting Salmonella inactivation
2+ mon, 5+ hour ago (207+ words) Nanyang Technological University - NTU Singapore NTU Food Research Systems (NTU'FRS) congratulates Prof William Chen on the publication of a new research article in Food Chemistry Advances, titled "Predictive Modeling of Salmonella Inactivation in a Hybrid Alternative Protein Matrix: A Comparative…...