Browsing by Author "Ghahramani, Zoubin"

Now showing items 12-18 of 18

Particle Gibbs for Infinite Hidden Markov Models

Tripuranen, Nilesh; Gu, Shixiang; Ge, Hong; Ghahramani, Zoubin (Curran Associates, 2015-12-18)

Infinite Hidden Markov Models (iHMM’s) are an attractive, nonparametric generalization of the classical Hidden Markov Model which can automatically infer the number of hidden states in the system. However, due to the ...
Practical Probabilistic Programming with Monads

Scibior, Adam; Ghahramani, Zoubin; Gordon, Andrew D (ACM, ACM, 2015-07-30)
Predictive Entropy Search for Bayesian Optimization with Unknown Constraints

Hernández-Lobato, José Miguel; Gelbart, Michael A; Hoffman, Matthew W; Adams, Ryan P; Ghahramani, Zoubin (JMLR.org, JMLR, 2015-06-01)
Probabilistic machine learning and artificial intelligence

Ghahramani, Zoubin (NPG, 2015-05-27)
R/BHC: fast Bayesian hierarchical clustering for microarray data

Savage, Richard S; Heller, Katherine Ann; Xu, Yang; Ghahramani, Zoubin; Truman, William M; Grant, Murray; Denby, Katherine JWild, David L et al. (BioMed Central, 2009-08-06)
Scalable Discrete Sampling as a Multi-Armed Bandit Problem

Chen, Yutian; Ghahramani, Zoubin (2016)
Scalable Variational Gaussian Process Classification

Hensman, James; Matthews, Alexander G de G; Ghahramani, Zoubin (JMLR.org, JMLR, 2015-02-21)