Robert Bamler
Orcid: 0000-0002-3135-8107
According to our database1,
Robert Bamler
authored at least 28 papers
between 2017 and 2024.
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Bibliography
2024
Balancing Molecular Information and Empirical Data in the Prediction of Physico-Chemical Properties.
CoRR, 2024
CoRR, 2024
Regularized KL-Divergence for Well-Defined Function-Space Variational Inference in Bayesian neural networks.
CoRR, 2024
Your Finetuned Large Language Model is Already a Powerful Out-of-distribution Detector.
CoRR, 2024
A Compact Representation for Bayesian Neural Networks By Removing Permutation Symmetry.
CoRR, 2024
FSP-Laplace: Function-Space Priors for the Laplace Approximation in Bayesian Deep Learning.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Differentiable Annealed Importance Sampling Minimizes The Jensen-Shannon Divergence Between Initial and Target Distribution.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
The SVHN Dataset Is Deceptive for Probabilistic Generative Models Due to a Distribution Mismatch.
CoRR, 2023
CoRR, 2023
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
Understanding Entropy Coding With Asymmetric Numeral Systems (ANS): a Statistician's Perspective.
CoRR, 2022
2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
2019
CoRR, 2019
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
2018
Proceedings of the 35th International Conference on Machine Learning, 2018
2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017