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Adaptive Variational Particle Filtering in Non-stationary Environments
Online convex optimization is a sequential prediction framework with the goal to track and adapt to the environment through evaluating proper convex loss functions.
Doubly Stochastic Adversarial Autoencoder
This replacement leads to a new type of probabilistic autoencoder, which is also discussed in our paper.
On the Information Theoretic Distance Measures and Bidirectional Helmholtz Machines
By establishing a connection between bi-directional Helmholtz machines and information theory, we propose a generalized Helmholtz machine.
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