暂无分享,去创建一个
[1] Ben Calderhead,et al. Riemannian Manifold Hamiltonian Monte Carlo , 2009, 0907.1100.
[2] Inderjit S. Dhillon,et al. Clustering on the Unit Hypersphere using von Mises-Fisher Distributions , 2005, J. Mach. Learn. Res..
[3] Chong Wang,et al. Stochastic variational inference , 2012, J. Mach. Learn. Res..
[4] Ole Winther,et al. Auxiliary Deep Generative Models , 2016, ICML.
[5] Alex Graves,et al. DRAW: A Recurrent Neural Network For Image Generation , 2015, ICML.
[6] Adi Ben-Israel,et al. The Change-of-Variables Formula Using Matrix Volume , 1999, SIAM J. Matrix Anal. Appl..
[7] Daan Wierstra,et al. One-Shot Generalization in Deep Generative Models , 2016, ICML.
[8] Daan Wierstra,et al. Stochastic Backpropagation and Approximate Inference in Deep Generative Models , 2014, ICML.
[9] Bruno Pelletier. Kernel density estimation on Riemannian manifolds , 2005 .
[10] Scott W. Linderman,et al. Rejection Sampling Variational Inference , 2016 .
[11] M. Berger,et al. Differential Geometry: Manifolds, Curves, and Surfaces , 1987 .
[12] Inderjit S. Dhillon,et al. Generative model-based clustering of directional data , 2003, KDD '03.
[13] Adi Ben-Israel. An application of the matrix volume in probability , 2000 .
[14] Yiming Yang,et al. Von Mises-Fisher Clustering Models , 2014, ICML.
[15] Geoffrey E. Hinton,et al. Attend, Infer, Repeat: Fast Scene Understanding with Generative Models , 2016, NIPS.
[16] Samy Bengio,et al. Density estimation using Real NVP , 2016, ICLR.
[17] Shakir Mohamed,et al. Variational Inference with Normalizing Flows , 2015, ICML.
[18] Max Welling,et al. Auto-Encoding Variational Bayes , 2013, ICLR.
[19] Max Welling,et al. Markov Chain Monte Carlo and Variational Inference: Bridging the Gap , 2014, ICML.
[20] Ole Winther,et al. Indexable Probabilistic Matrix Factorization for Maximum Inner Product Search , 2016, AAAI.
[21] Max Welling,et al. Improved Variational Inference with Inverse Autoregressive Flow , 2016, NIPS 2016.
[22] M. Girolami,et al. Riemann manifold Langevin and Hamiltonian Monte Carlo methods , 2011, Journal of the Royal Statistical Society: Series B (Statistical Methodology).
[23] Alex Graves,et al. Stochastic Backpropagation through Mixture Density Distributions , 2016, ArXiv.