NIPS Proceedingsβ

Roman Garnett

9 Papers

  • Cost Effective Active Search (2019)
  • D-VAE: A Variational Autoencoder for Directed Acyclic Graphs (2019)
  • Automating Bayesian optimization with Bayesian optimization (2018)
  • Efficient nonmyopic batch active search (2018)
  • Bayesian optimization for automated model selection (2016)
  • Bayesian Active Model Selection with an Application to Automated Audiometry (2015)
  • Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature (2014)
  • Σ-Optimality for Active Learning on Gaussian Random Fields (2013)
  • Active Learning of Model Evidence Using Bayesian Quadrature (2012)

    • 5 Books

  • Advances in Neural Information Processing Systems 32 (2019)
  • Advances in Neural Information Processing Systems 31 (2018)
  • Advances in Neural Information Processing Systems 30 (2017)
  • Advances in Neural Information Processing Systems 29 (2016)
  • Advances in Neural Information Processing Systems 28 (2015)