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stat.ML2019★ 10 cited
Variational f-divergence Minimization
Mingtian Zhang, Thomas Bird, Raza Habib +2
Probabilistic models are often trained by maximum likelihood, which corresponds to minimizing a specific f-divergence between the model and data distribution. In light of recent su…
stat.ML2018★ 1 cited
Spread Divergence
Mingtian Zhang, Peter Hayes, Tom Bird +2
For distributions and with different supports or undefined densities, the divergence may not exist. We define a Sprea…