410 citations · 665 across the 19 of their papers we have counts for
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stat.ML2022
Easy Variational Inference for Categorical Models via an Independent Binary Approximation
Michael T. Wojnowicz, Shuchin Aeron, Eric L. Miller +1
We pursue tractable Bayesian analysis of generalized linear models (GLMs) for categorical data. Thus far, GLMs are difficult to scale to more than a few dozen categories due to non…
stat.ML2017★ 4 cited
Ensemble Multi-task Gaussian Process Regression with Multiple Latent Processes
Weitong Ruan, Eric L. Miller
Multi-task/Multi-output learning seeks to exploit correlation among tasks to enhance performance over learning or solving each task independently. In this paper, we investigate thi…