Label: Detone - DET017 • Format: 2x, File MP3, EP 320 kbps • Country: UK • Genre: Electronic • Style: Techno, Tech House
Tutorials An introduction to Expectation Propagation video lecture Propagation - Saytek - Propagation EP Video lectures on Approximate Inference Expectation Propagation: CUED Tutorial slides A family of algorithms for approximate Bayesian inference How to construct EP algorithms, illustrated with Propagation - Saytek - Propagation EP variety of different approximations and factor grouping schemes.
Murphy, A quick skim of thesis Chapter 3, with some more derivations. EP Summary E. Sudderth, An even shorter summary. Seeger, EP in practice Extending expectation propagation for graphical models Y. Qi, An overview of techniques used to implement EP in practice. Expectation Propagation for Exponential Families M. Seeger, Expectation propagation J. Raymond, A. Manoel, and M. Heskes and O.
Csato, M. Opper, and O. Heskes, M. Opper, W. Wiegerinck, O. Winther and O. Cseke, T. Opper, U. Paquet, and O. Zoeter and T. Heess, D. Tarlow, J. Ali Eslami, D. Tarlow, P. Kohli, and J. Jitkrittum et al, UAI Kuss and I Saw An Angel (B-Side) - Pentangle - The Albums. Lawrence, M.
Seeger, and R. Opper and O. Helleppute, and P. Chu and Z. Nummenmaa and A. Vehtari, JMLR Expectation backpropagation: Parameter-free training of multilayer neural networks with continuous or discrete weights D. Soudry, I. Hubara and R. Hernandez-Lobato and R. Winther, and L. Zoeter, UAI' Window-based expectation propagation for adaptive signal detection in flat-fading channels Fixed-lag smoothing with EP Nonlinear dynamic systems Gaussian quadrature based expectation propagation O.
Yu, K. Shenoy, M. Sahani, NSSPW' Efficient computation of the maximum a posteriori path and parameter estimation in integrate-and-fire and more general state-space models S. Koyama and L. Ypma and T. Seeger, S. Gerwinn, M. Guiver, E. Welling and J. Nodelman, D. Koller, and C. Shelton, UAI Visualization of time-series data Hierarchical visualization of time-series data using switching linear dynamical systems O.
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