Travelled to:1 × China
1 × France
1 × USA
1 × United Kingdom
Collaborated with:Z.Ghahramani K.Palla A.Shah C.Heaukulani A.G.Wilson J.V.Gael
Talks about:algorithm (2) process (2) network (2) infinit (2) diffus (2) tree (2) beta (2) dirichlet (1) bernoulli (1) stochast (1)
Person: David A. Knowles
DBLP: Knowles:David_A=
Contributed to:
2015201420122011Wrote 6 papers:
- ICML-2015-ShahKG #algorithm #empirical #probability #process
- An Empirical Study of Stochastic Variational Inference Algorithms for the Beta Bernoulli Process (AS, DAK, ZG), pp. 1594–1603.
- ICML-c2-2014-HeaukulaniKG
- Beta Diffusion Trees (CH, DAK, ZG), pp. 1809–1817.
- ICML-c2-2014-KnowlesGP #infinity #metric #normalisation #random #using
- A reversible infinite HMM using normalised random measures (DAK, ZG, KP), pp. 1998–2006.
- ICML-2012-PallaKG #infinity #network
- An Infinite Latent Attribute Model for Network Data (KP, DAK, ZG), p. 55.
- ICML-2012-WilsonKG #network #process
- Gaussian Process Regression Networks (AGW, DAK, ZG), p. 149.
- ICML-2011-KnowlesGG #algorithm #message passing
- Message Passing Algorithms for the Dirichlet Diffusion Tree (DAK, JVG, ZG), pp. 721–728.