NIPS Proceedings^β

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)