Browsing Universitätsbibliographie by Author "Kristiadi, Agustinus"

Now showing items 1-12 of 12

An Infinite-Feature Extension for Bayesian ReLU nets that fixes their asymptotic overconfidence

Kristiadi, Agustinus; Hein, Matthias; Hennig, Philipp (2020)
Being a Bit Frequentist Improves Bayesian Neural Networks

Kristiadi, Agustinus; Hein, Matthias; Hennig, Philipp (2021)
Being Bayesian, Even Just a Bit, Fixes Overconfidence in ReLU Networks

Hein, Matthias; Hennig, Philipp; Kristiadi, Agustinus (2020)
Discovering Inductive Bias with Gibbs Priors: A Diagnostic Tool for Approximate Bayesian Inference

Rendsburg, Luca; Kristiadi, Agustinus; Henning, Philipp; von Luxburg, Ulrike (2022)
Laplace Redux-Effortless Bayesian Deep Learning

Daxberger, Erik; Immer, Alexander; Kristiadi, Agustinus; Eschenhagen, Runa; Bauer, Matthias; Hennig, Philipp (2021)
Learnable Uncertainty under Laplace Approximations

Kristiadi, Agustinus; Hein, Matthias; Hennig, Philipp (2021)
Low-cost Bayesian methods for fixing neural networks' overconfidence

Kristiadi, Agustinus (2022)
Mixtures of Laplace Approximations for Improved Post-Hoc Uncertainty in Deep Learning

Eschenhagen, Runa; Daxberger, Erik; Hennig, Philipp; Kristiadi, Agustinus (2021)
Position Paper: Bayesian Deep Learning in the Age of Large-Scale AI

Zhang, Ruqi; Wilson, Andrew Gordon; Welling, Max; Teh, Yee Whye; Rügamer, David; Rudner, Tim G. J.; Osborne, Michael A.; Nemeth, Christopher; Mandt, Stephan; Li, Yingzhen; Kristiadi, Agustinus; Khan, Mohammad Emtiyaz; Karaletsos, Theofanis; Immer, Alexander; Hubin, Aliaksandr; Lobato, Jose Miguel Hernandez; Hennig, Philipp; Fortuin, Vincent; Filippone, Maurizio; Dunson, David; Arbel, Julyan; Aitchison, Laurence; Palla, Konstantina; Skoularidou, Maria; Papamarkou, Theodore (2024)
Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks

Kristiadi, Agustinus; Eschenhagen, Runa; Hennig, Philipp (2022)
The Geometry of Neural Nets' Parameter Spaces Under Reparametrization

Hennig, Philipp; Dangel, Felix; Kristiadi, Agustinus (2023)
The Geometry of Neural Nets' Parameter Spaces Under Reparametrization

Hennig, Philipp; Dangel, Felix; Kristiadi, Agustinus (2023)

Now showing items 1-12 of 12

Report a Publication

Help

Browse

All of DSpace
This Community

Browsing Universitätsbibliographie by Author "Kristiadi, Agustinus"

DSpace Repository

Browsing Universitätsbibliographie by Author "Kristiadi, Agustinus"

Browse

All of DSpace

This Community

My Account