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Knowledge Transfer in Automatic Optimisation of Reconfigurable Designs

Maciej Kurek, Marc P. Deisenroth, Wayne Luk, Timothy Todman

Manifold Gaussian Processes for Regression

Roberto Calandra, Jan Peters, Carl E. Rasmussen, Marc P. Deisenroth

Patch Kernels for Gaussian Processes in High-Dimensional Imaging Problems

Matthew C. H. Lee, Hugh Salimbeni, Marc P. Deisenroth, Ben Glocker

Real-Time Community Detection in Large Social Networks on a Laptop

Benjamin P. Chamberlain, Josh Levy-Kramer, Clive Humby, Marc P. Deisenroth

Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units

Stefanos Eleftheriadis, Ognjen Rudovic, Marc P. Deisenroth, Maja Pantic

Distributed Gaussian Processes

Marc P. Deisenroth, Jun W. Ng

Learning Deep Dynamical Models From Image Pixels

Niklas Wahlström, Thomas B. Schön, Marc P. Deisenroth

Learning Inverse Dynamics Models with Contacts

Roberto Calandra, Serena Ivaldi, Marc P. Deisenroth, Elmar Rueckert, Jan Peters

Learning Torque Control in Presence of Contacts using Tactile Sensing from Robot Skin

Roberto Calandra, Serena Ivaldi, Marc P. Deisenroth, Jan Peters

An Experimental Evaluation of Bayesian Optimization on Bipedal Locomotion

Roberto Calandra, Jan Peters, André Seyfarth, Marc P. Deisenroth