Follow
Agustinus Kristiadi
Title
Cited by
Cited by
Year
Being Bayesian, Even Just a Bit, Fixes Overconfidence in ReLU Networks
A Kristiadi, M Hein, P Hennig
ICML 2020, 2020
842020
Incorporating literals into knowledge graph embeddings
A Kristiadi*, MA Khan*, D Lukovnikov, J Lehmann, A Fischer
ISWC 2019, 2019
612019
Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge
D Chaudhuri, A Kristiadi, J Lehmann, A Fischer
CoNLL 2018, 2018
222018
Laplace Redux--Effortless Bayesian Deep Learning
E Daxberger*, A Kristiadi*, A Immer*, R Eschenhagen*, M Bauer, ...
NeurIPS 2021, 2021
202021
Predictive uncertainty quantification with compound density networks
A Kristiadi, S Däubener, A Fischer
Bayesian Deep Learning Workshop, NeurIPS 2019, 2019
102019
Deep Convolutional Level Set Method for Image Segmentation.
A Kristiadi
Journal of ICT Research & Applications 11 (3), 2017
102017
Fast predictive uncertainty for classification with Bayesian deep networks
M Hobbhahn, A Kristiadi, P Hennig
UAI 2022, 2022
92022
An Infinite-Feature Extension for Bayesian ReLU Nets That Fixes Their Asymptotic Overconfidence
A Kristiadi, M Hein, P Hennig
NeurIPS 2021, 2021
6*2021
Learnable Uncertainty under Laplace Approximations
A Kristiadi, M Hein, P Hennig
UAI 2021, 2021
62021
Mixtures of Laplace Approximations for Improved Post-Hoc Uncertainty in Deep Learning
R Eschenhagen, E Daxberger, P Hennig, A Kristiadi
Bayesian Deep Learning Workshop, NeurIPS 2021, 2021
52021
Parallel particle swarm optimization for image segmentation
A Kristiadi, P Mudjihartono
Universitas Atma Jaya Yogyakarta, 2013
42013
Being a Bit Frequentist Improves Bayesian Neural Networks
A Kristiadi, M Hein, P Hennig
AISTATS 2022, 2022
12022
Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks
A Kristiadi, R Eschenhagen, P Hennig
arXiv preprint arXiv:2205.10041, 2022
2022
Discovering Inductive Bias with Gibbs Priors: A Diagnostic Tool for Approximate Bayesian Inference
L Rendsburg, A Kristiadi, P Hennig, U von Luxburg
AISTATS 2022, 2022
2022
The system can't perform the operation now. Try again later.
Articles 1–14