Frank Schneider

Affiliations:
  • University of Tübingen, Germany


According to our database1, Frank Schneider authored at least 7 papers between 2019 and 2023.

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Bibliography

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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