2 papers
stat.ML2025
Discriminative classification with generative features: bridging Naive Bayes and logistic regression
Zachary Terner, Alexander Petersen, Yuedong Wang
We introduce Smart Bayes, a new classification framework that bridges generative and discriminative modeling by integrating likelihood-ratio-based generative features into a logist…
cs.CV2024
Anticipatory Understanding of Resilient Agriculture to Climate
David Willmes, Nick Krall, James Tanis +6
With billions of people facing moderate or severe food insecurity, the resilience of the global food supply will be of increasing concern due to the effects of climate change and g…