Susan Wei
Susan Wei
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Temperature Optimization for Bayesian Deep Learning
A Bayesian Model Selection Criterion for Selecting Pretraining Checkpoints
There are two arXiv versions with different titles, but the material is very similar; v2 matches the ICML camera-ready version.
The Local Learning Coefficient: A Singularity-Aware Complexity Measure
arXiv v1 appeared under a different title and author list, with a stronger emphasis on mathematical development. arXiv v2 matches the AISTATS camera-ready paper and integrates material from [arXiv:2402.03698](https://arxiv.org/abs/2402.03698).
Pathwise Gradient Variance Reduction with Control Variates in Variational Inference
Interventional Fairness on Partially Known Causal Graphs -- A Constrained Optimization Approach
Counterfactual Fairness with Partially Known Causal Graph
A Shooting Formulation of Deep Learning
Selected for oral presentation
Controlling Blood Glucose Levels In Patients With Type 1 Diabetes Using Fitted Q-Iterations And Functional Features
Reinforcement-learning optimal control for type-1 diabetes
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