Florian Wenzel

Publications by Year

Research Areas

Gaussian Processes and Bayesian Inference, Data Management and Algorithms, Machine Learning and Data Classification, Domain Adaptation and Few-Shot Learning, Adversarial Robustness in Machine Learning

Most-Cited Works

• Corroborating Information from Web Sources.(2011)
• → Hyperparameter Ensembles for Robustness and Uncertainty Quantification(2020)34 cited
• → How Good is the Bayes Posterior in Deep Neural Networks Really?(2020)33 cited
• Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning(2021)
• Die Ciliaten der Moosrasen trockner Standorte
• → Assaying Out-Of-Distribution Generalization in Transfer Learning(2022)26 cited
• → Bayesian Neural Network Priors Revisited(2021)24 cited
• Scalable Generalized Dynamic Topic Models(2018)
• → On the Challenges and Opportunities in Generative AI(2024)14 cited