Dominic Danks

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 5

Top Topics

Cumulative Distribution Functions

Top Venues

Publications

Fabian Falck, Christopher Williams, Dominic Danks, George Deligiannidis, Christopher Yau, Chris C. Holmes, Arnaud Doucet, Matthew Willetts
A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs. CoRR (2023)
Dominic Danks, Christopher Yau
Derivative-Based Neural Modelling of Cumulative Distribution Functions for Survival Analysis. AISTATS (2022)
Fabian Falck, Christopher Williams, Dominic Danks, George Deligiannidis, Christopher Yau, Chris C. Holmes, Arnaud Doucet, Matthew Willetts
A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs. NeurIPS (2022)
Dominic Danks, Christopher Yau
BasisDeVAE: Interpretable Simultaneous Dimensionality Reduction and Feature-Level Clustering with Derivative-Based Variational Autoencoders. ICML (2021)
François-Xavier Aubet, Dominic Danks, Yuchen Zhu
EQuANt (Enhanced Question Answer Network). CoRR (2019)