Dominic Danks

According to our database, Dominic Danks authored at least 4 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs.

Fabian Falck, Christopher Williams, Dominic Danks, George Deligiannidis, Christopher Yau, Chris C. Holmes, Arnaud Doucet, Matthew Willetts

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Derivative-Based Neural Modelling of Cumulative Distribution Functions for Survival Analysis.

Dominic Danks, Christopher Yau

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

BasisDeVAE: Interpretable Simultaneous Dimensionality Reduction and Feature-Level Clustering with Derivative-Based Variational Autoencoders.

Dominic Danks, Christopher Yau

Proceedings of the 38th International Conference on Machine Learning, 2021

2019

EQuANt (Enhanced Question Answer Network).

François-Xavier Aubet, Dominic Danks, Yuchen Zhu

CoRR, 2019