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alpha divergence

13 papers

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Also known as

Α-DIVERGENCE

Co-occurring keywords

variational inference (2069) importance sampling (318) bayesian neural network (201) generative model (2892) mutual information (724) stochastic gradient descent (1091) variational auto-encoder (100) variational bound (18) reparameterization trick (32) importance weight (16)

Papers

Adaptive importance sampling for heavy-tailed distributions via $α$-divergence minimization AISTATS 2024
Rejection via Learning Density Ratios NIPS 2024
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics JMLR 2023
q-Paths: Generalizing the geometric annealing path using power means UAI 2021
AlphaNet: Improved Training of Supernets with Alpha-Divergence ICML 2021
On the difficulty of unbiased alpha divergence minimization ICML 2021
Realistic evaluation of transductive few-shot learning NIPS 2021
Bridging Maximum Likelihood and Adversarial Learning via α-Divergence AAAI 2020
Variational Inference with Tail-adaptive f-Divergence NIPS 2018
Perturbative Black Box Variational Inference NIPS 2017
Black-Box Alpha Divergence Minimization ICML 2016
Rényi Divergence Variational Inference NIPS 2016
On the Estimation of $\alpha$-Divergences AISTATS 2011