Variational Inference with Tail-adaptive f-Divergence

Dilin Wang, Hao Liu, Qiang Liu

Neural Information Processing Systems 

However, estimating and optimizingα-divergences require to use importance sampling, which may havelarge orinfinite variance due to heavy tails ofimportance weights.

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