Learning Approximately Objective Priors
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[1] M. Newton,et al. Estimating the Integrated Likelihood via Posterior Simulation Using the Harmonic Mean Identity , 2006 .
[2] Yee Whye Teh,et al. The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables , 2016, ICLR.
[3] Larry A. Wasserman,et al. Iterative Markov Chain Monte Carlo Computation of Reference Priors and Minimax Risk , 2001, UAI.
[4] Shakir Mohamed,et al. Variational Inference with Normalizing Flows , 2015, ICML.
[5] James O. Berger,et al. Overall Objective Priors , 2015, 1504.02689.
[6] H. Jeffreys. An invariant form for the prior probability in estimation problems , 1946, Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences.
[7] Qiang Liu,et al. Two Methods for Wild Variational Inference , 2016, 1612.00081.
[8] Nozer D. Singpurwalla,et al. Non-informative priors do not exist A dialogue with José M. Bernardo , 1997 .
[9] Creasy Problem,et al. Reference Posterior Distributions for Bayesian Inference , 1979 .
[10] Ruslan Salakhutdinov,et al. Importance Weighted Autoencoders , 2015, ICLR.
[11] Ben Poole,et al. Categorical Reparameterization with Gumbel-Softmax , 2016, ICLR.
[12] Christian P. Robert,et al. The Bayesian choice , 1994 .
[13] Dilin Wang,et al. Stein Variational Gradient Descent: A General Purpose Bayesian Inference Algorithm , 2016, NIPS.
[14] J. Ghosh,et al. On Divergence Measures Leading to Jeffreys and Other Reference Priors , 2014 .
[15] Sean Gerrish,et al. Black Box Variational Inference , 2013, AISTATS.
[16] J. Bernardo. Reference Analysis , 2005 .
[17] Daan Wierstra,et al. Stochastic Backpropagation and Approximate Inference in Deep Generative Models , 2014, ICML.
[18] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[19] Dustin Tran,et al. Operator Variational Inference , 2016, NIPS.
[20] Richard E. Turner,et al. Variational Inference with Rényi Divergence , 2016, ArXiv.
[21] E. Jaynes. Information Theory and Statistical Mechanics , 1957 .
[22] J. Bernardo,et al. THE FORMAL DEFINITION OF REFERENCE PRIORS , 2009, 0904.0156.