77 citations · 183 across the 9 of their papers we have counts for
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stat.ML2016
Herding as a Learning System with Edge-of-Chaos Dynamics
Yutian Chen, Max Welling
Herding defines a deterministic dynamical system at the edge of chaos. It generates a sequence of model states and parameters by alternating parameter perturbations with state maxi…
stat.ML2015★ 16 cited
Latent Gaussian Processes for Distribution Estimation of Multivariate Categorical Data
Yarin Gal, Yutian Chen, Zoubin Ghahramani
Multivariate categorical data occur in many applications of machine learning. One of the main difficulties with these vectors of categorical variables is sparsity. The number of po…