7 citations · 31 across the 7 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
stat.ML2016★ 7 cited
Relativistic Monte Carlo
Xiaoyu Lu, Valerio Perrone, Leonard Hasenclever +2
Hamiltonian Monte Carlo (HMC) is a popular Markov chain Monte Carlo (MCMC) algorithm that generates proposals for a Metropolis-Hastings algorithm by simulating the dynamics of a Ha…
stat.ML2016★ 4 cited
Collaborative Filtering with Side Information: a Gaussian Process Perspective
Hyunjik Kim, Xiaoyu Lu, Seth Flaxman +1
We tackle the problem of collaborative filtering (CF) with side information, through the lens of Gaussian Process (GP) regression. Driven by the idea of using the kernel to explici…