Wenzel, Florian

Hyperparameter ensembles for robustness and uncertainty quantification

Wenzel, F., Snoek, J., Tran, D., & Jenatton, R. (2020) · arXiv

Machine Learning and Data ClassificationAdversarial Robustness in Machine Learning

Cited by 122

Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation

Galy-Fajou, T., Wenzel, F., Donner, C., & Opper, M. (2019) · arXiv

Gaussian Processes and Bayesian InferenceAdversarial Robustness in Machine Learning

Cited by 18

Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift

Qiu, J., Zhu, Y., Shi, X., Wenzel, F., Tang, Z., Zhao, D., Li, B., & Li, M. (2022) · arXiv

Multimodal Machine Learning ApplicationsAdversarial Robustness in Machine Learning

Cited by 7