Dominic Kafka
Orcid: 0000-0001-9023-5679
According to our database1,
Dominic Kafka
authored at least 8 papers
between 2019 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2023
Gradient-only surrogate to resolve learning rates for robust and consistent training of deep neural networks.
Appl. Intell., June, 2023
2021
Resolving learning rates adaptively by locating stochastic non-negative associated gradient projection points using line searches.
J. Glob. Optim., 2021
An empirical study into finding optima in stochastic optimization of neural networks.
Inf. Sci., 2021
GOALS: Gradient-Only Approximations for Line Searches Towards Robust and Consistent Training of Deep Neural Networks.
CoRR, 2021
2020
Gradient-only line searches to automatically determine learning rates for a variety of stochastic training algorithms.
CoRR, 2020
Investigating the interaction between gradient-only line searches and different activation functions.
CoRR, 2020
2019
CoRR, 2019
Visual interpretation of the robustness of Non-Negative Associative Gradient Projection Points over function minimizers in mini-batch sampled loss functions.
CoRR, 2019