133 citations · 499 across the 17 of their papers we have counts for
Showing 2013Show all
2 papers · 1 filter
cs.LG2013★ 8 cited
The Supervised IBP: Neighbourhood Preserving Infinite Latent Feature Models
Novi Quadrianto, Viktoriia Sharmanska, David A. Knowles +1
We propose a probabilistic model to infer supervised latent variables in the Hamming space from observed data. Our model allows simultaneous inference of the number of binary laten…
stat.ML2013★ 2 cited
A dependent partition-valued process for multitask clustering and time evolving network modelling
Konstantina Palla, David A. Knowles, Zoubin Ghahramani
The fundamental aim of clustering algorithms is to partition data points. We consider tasks where the discovered partition is allowed to vary with some covariate such as space or t…