ANDRADE SILVA DANIEL GEORG

On the effectiveness of partially deterministic Bayesian neural networks 

COMPUTATIONAL STATISTICS 40(5) 2491-2518 2025年6月  査読有り

LOFT - Stable Training of Normalizing Flows for Variational Inference 

Workshop on Tractable Probabilistic Modeling (TPM) 2023年  査読有り

Robust Gaussian Process Regression with the Trimmed Marginal Likelihood 

Proceedings of Conference on Uncertainty in Artificial Intelligence (UAI) 2023年  査読有り

Convex covariate clustering for classification 

PATTERN RECOGNITION LETTERS 151 193-199 2021年11月  査読有り

Adaptive covariate acquisition for minimizing total cost of classification 

MACHINE LEARNING 110(5) 1067-1104 2021年5月  査読有り

POSTER: Detecting Suspicious Processes from Log-Data via a Bayesian Block Model 

Proceedings of the ACM Asia Conference on Computer and Communications Security 922-924 2020年  査読有り

Robust Bayesian model selection for variable clustering with the Gaussian graphical model 

Statistics and Computing 30(2) 351-376 2020年  査読有り

Disjunct Support Spike and Slab Priors for Variable Selection in Regression under Quasi- sparseness 

Stat 1-19 2020年  査読有り

Efficient Bayes Risk Estimation for Cost-Sensitive Classification 

International Conference on Artificial Intelligence and Statistics (AISTATS), Proceedings of Machine Learning Research (PMLR) 3372-3381 2019年  査読有り

Leveraging knowledge bases for future prediction with memory comparison networks 

AI Communications 31(6) 465-483 2018年  査読有り

Exploiting Covariate Embeddings for Classification Using Gaussian Processes 

Pattern Recognition Letters 104(1) 8-14 2018年  査読有り

Analysis of the Use of Background Distribution for Naive Bayes Classifiers 

Journal of Intelligent Systems 28(2) 1-15 2017年  査読有り

Analogy-based Reasoning with Memory Networks for Future Prediction 

Workshop on Cognitive Computation: Integrating Neural and Symbolic Approaches (CoCo), CEUR Workshop Proceedings 1-9 2016年  査読有り

Cross-lingual Text Classification Using Topic-Dependent Word Probabilities 

Proceedings of Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (HLT-NAACL) 1466-1471 2015年  査読有り

Translation Acquisition Using Synonym Sets 

Proceedings of Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (HLT-NAACL) 655-660 2013年  査読有り