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03/07/2022
Path Weight Sampling: Exact Monte Carlo Computation of the Mutual Information between Stochastic Trajectories
Most natural and engineered information-processing systems transmit info...
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12/04/2018
A Tight Upper Bound on Mutual Information
We derive a tight lower bound on equivocation (conditional entropy), or ...
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05/24/2016
Semiparametric energy-based probabilistic models
Probabilistic models can be defined by an energy function, where the pro...
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05/24/2016
Relevant sparse codes with variational information bottleneck
In many applications, it is desirable to extract only the relevant aspec...
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02/04/2011
Natural images from the birthplace of the human eye
Here we introduce a database of calibrated natural images publicly avail...
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02/03/2005