1.8k citations · 3.8k across the 35 of their papers we have counts for
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stat.CO2013★ 26 cited
Adaptive Hamiltonian and Riemann Manifold Monte Carlo Samplers
ziyu wang, Shakir Mohamed, Nando de Freitas
In this paper we address the widely-experienced difficulty in tuning Hamiltonian-based Monte Carlo samplers. We develop an algorithm that allows for the adaptation of Hamiltonian a…
stat.ML2013★ 15 cited
Bayesian Optimization in a Billion Dimensions via Random Embeddings
Ziyu Wang, Frank Hutter, Masrour Zoghi +2
Bayesian optimization techniques have been successfully applied to robotics, planning, sensor placement, recommendation, advertising, intelligent user interfaces and automatic algo…