Stefan Falkner
Affiliations:- University of Freiburg, Department of Computer Science, Germany
According to our database1,
Stefan Falkner
authored at least 18 papers
between 2015 and 2024.
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Bibliography
2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2022
Trading off Image Quality for Robustness is not Necessary with Regularized Deterministic Autoencoders.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
Shape your Space: A Gaussian Mixture Regularization Approach to Deterministic Autoencoders.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
Proceedings of the 8th International Conference on Learning Representations, 2020
2019
Probabilistic Rollouts for Learning Curve Extrapolation Across Hyperparameter Settings.
CoRR, 2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
2018
Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search.
CoRR, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
2015
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2015, 2015