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An Infinite-Feature Extension for Bayesian ReLU Nets That Fixes Their Asymptotic Overconfidence
Free accessArXiv | 2020| -
Fast Predictive Uncertainty for Classification with Bayesian Deep Networks
Free accessArXiv | 2020| -
On the Disconnect Between Theory and Practice of Overparametrized Neural Networks
Free accessArXiv | 2023| -
Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks
Free accessArXiv | 2022| -
Mixtures of Laplace Approximations for Improved Post-Hoc Uncertainty in Deep Learning
Free accessArXiv | 2021| -
Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge
Free accessArXiv | 2018| -
Discovering Inductive Bias with Gibbs Priors: A Diagnostic Tool for Approximate Bayesian Inference
Free accessArXiv | 2022| -
Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks
Free accessArXiv | 2023|
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