Seven new papers from the group to appear at NIPS 2015 in Montreal

Seven new papers from the group are to appear at the 2015 conference on Advances in Neural Information Processing Systems (NIPS 2015), to be held in December in Montreal, Canada.

The list of papers are:

  • Statistical Model Criticism using Kernel Two Sample Tests
    James Lloyd and Zoubin Ghahramani

  • MCMC for Variationally Sparse Gaussian Processes
    James Hensman, Alex Matthews, Maurizio Filippone and Zoubin Ghahramani

  • Stochastic Expectation Propagation
    Yingzhen Li, Jose Miguel Hernandez-Lobato and Richard Turner

  • A Linear-Time Particle Gibbs Sampler for Infinite Hidden Markov Models
    Nilesh Tripuraneni, Shane Gu, Hong Ge and Zoubin Ghahramani

  • Neural Adaptive Sequential Monte Carlo
    Shane Gu, Zoubin Ghahramani and Richard Turner

  • Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions
    Amar Shah and Zoubin Ghahramani

  • Learning Stationary Time Series using Gaussian Processes with Nonparametric Kernels
    Felipe Tobar, Thang Bui and Richard Turner

For the most up to date versions of the papers, visit the authors’ webpages, which may be found through our group members page.