156 citations · 950 across the 61 of their papers we have counts for
3 papers · 1 filter
Currency Forecasting using Multiple Kernel Learning with Financially Motivated Features
Tristan Fletcher, Zakria Hussain, John Shawe-Taylor
Multiple Kernel Learning (MKL) is used to replicate the signal combination process that trading rules embody when they aggregate multiple sources of financial information when pred…
Gravitational Lensing Accuracy Testing 2010 (GREAT10) Challenge Handbook
Thomas Kitching, Sreekumar Balan, Gary Bernstein +32
GRavitational lEnsing Accuracy Testing 2010 (GREAT10) is a public image analysis challenge aimed at the development of algorithms to analyze astronomical images. Specifically, the…
Gaussian Process Bandits for Tree Search: Theory and Application to Planning in Discounted MDPs
Louis Dorard, John Shawe-Taylor
We motivate and analyse a new Tree Search algorithm, GPTS, based on recent theoretical advances in the use of Gaussian Processes for Bandit problems. We consider tree paths as arms…