30 citations · 120 across the 40 of their papers we have counts for
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stat.ML2018
Bayesian Distance Clustering
Leo L Duan, David B Dunson
Model-based clustering is widely-used in a variety of application areas. However, fundamental concerns remain about robustness. In particular, results can be sensitive to the choic…
stat.ML2018
Intrinsic Gaussian processes on complex constrained domains
Mu Niu, Pokman Cheung, Lizhen Lin +3
We propose a class of intrinsic Gaussian processes (in-GPs) for interpolation, regression and classification on manifolds with a primary focus on complex constrained domains or irr…