Damianou, Andreas C.

8 publications

UAI 2017 Inverse Reinforcement Learning via Deep Gaussian Process Ming Jin, Andreas C. Damianou, Pieter Abbeel, Costas J. Spanos

UAI 2017 Online Constrained Model-Based Reinforcement Learning Benjamin van Niekerk, Andreas C. Damianou, Benjamin Rosman

ICLR 2016 Recurrent Gaussian Processes César Lincoln C. Mattos, Zhenwen Dai, Andreas C. Damianou, Jeremy Forth, Guilherme A. Barreto, Neil D. Lawrence

ICLR 2016 Variational Auto-Encoded Deep Gaussian Processes Zhenwen Dai, Andreas C. Damianou, Javier González, Neil D. Lawrence

JMLR 2016 Variational Inference for Latent Variables and Uncertain Inputs in Gaussian Processes Andreas C. Damianou, Michalis K. Titsias, Neil D. Lawrence

UAI 2015 Semi-Described and Semi-Supervised Learning with Gaussian Processes Andreas C. Damianou, Neil D. Lawrence

AISTATS 2013 Deep Gaussian Processes Andreas C. Damianou, Neil D. Lawrence

ICML 2012 Manifold Relevance Determination Andreas C. Damianou, Carl Henrik Ek, Michalis K. Titsias, Neil D. Lawrence