Frank Schneider

Affiliations:
  • University of Tübingen, Germany


According to our database1, Frank Schneider authored at least 8 papers between 2019 and 2024.

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Bibliography

2024
Efficient Weight-Space Laplace-Gaussian Filtering and Smoothing for Sequential Deep Learning.
CoRR, 2024

2023
Accelerating Generalized Linear Models by Trading off Computation for Uncertainty.
CoRR, 2023

Benchmarking Neural Network Training Algorithms.
CoRR, 2023

Kronecker-Factored Approximate Curvature for Modern Neural Network Architectures.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Understanding Deep Learning Optimization via Benchmarking and Debugging.
PhD thesis, 2022

2021
Cockpit: A Practical Debugging Tool for the Training of Deep Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers.
Proceedings of the 38th International Conference on Machine Learning, 2021

2019
DeepOBS: A Deep Learning Optimizer Benchmark Suite.
Proceedings of the 7th International Conference on Learning Representations, 2019


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