Knowles, David

6 publications

AISTATS 2023 Faithful Heteroscedastic Regression with Neural Networks Andrew Stirn, Harm Wessels, Megan Schertzer, Laura Pereira, Neville Sanjana, David Knowles

NeurIPS 2019 A New Distribution on the Simplex with Auto-Encoding Applications Andrew Stirn, Tony Jebara, David Knowles

ICML 2017 A Birth-Death Process for Feature Allocation Konstantina Palla, David Knowles, Zoubin Ghahramani

ICML 2015 An Empirical Study of Stochastic Variational Inference Algorithms for the Beta Bernoulli Process Amar Shah, David Knowles, Zoubin Ghahramani

ICML 2014 A Reversible Infinite HMM Using Normalised Random Measures David Knowles, Zoubin Ghahramani, Konstantina Palla

ICML 2014 Beta Diffusion Trees Creighton Heaukulani, David Knowles, Zoubin Ghahramani