27 citations · 110 across the 24 of their papers we have counts for
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stat.ML2014
Hierarchical models for neural population dynamics in the presence of non-stationarity
Mijung Park, Jakob H. Macke
Neural population activity often exhibits rich variability and temporal structure. This variability is thought to arise from single-neuron stochasticity, neural dynamics on short t…
stat.ML2014★ 16 cited
Bayesian Manifold Learning: The Locally Linear Latent Variable Model (LL-LVM)
Mijung Park, Wittawat Jitkrittum, Ahmad Qamar +3
We introduce the Locally Linear Latent Variable Model (LL-LVM), a probabilistic model for non-linear manifold discovery that describes a joint distribution over observations, their…