bernoulli
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The continuous Bernoulli: fixing a pervasive error in variational autoencoders
Gabriel Loaiza-Ganem, John P. Cunningham
Neural Information Processing Systems http://nips.cc/
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Estimating Convergence of Markov chains with L-Lag Couplings
Niloy Biswas, Pierre E. Jacob, Paul Vanetti
Various theoretical results provideupper bounds onthedistance between the target and marginal distribution after a fixed number of iterations.
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Gradient-basedAdaptiveMarkovChainMonteCarlo
The basic set up of an MCMC algorithm inanyprobabilistic (e.g.
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learning
Consideranews recommendation website that, when presented with a new user, sequentially offers a selection of currently trending articles. Such asystem may only haveafewopportunities tomakerecommendations before the user decides to navigate away, leaving little time to correct for misspecified or underspecified prior knowledge.
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Graph Information Bottleneck
Let Cat( ),Bernoulli( )denotethe parameter (2 R1 C 0 ).
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