In statistics, a Poisson distribution is a discrete probability distribution that indicates the likelihood of an event occurring a specified number of times over a given period.

Abstract: The method of minimum discrimination information estimation is applied to the problem of estimating an n-dimensional discrete probability distribution in terms of lower order marginal ...

In this work, we present a novel probabilistic appearance representation and describe its application to surprise detection in the context of cognitive mobile robots. The luminance and chrominance of ...

(ICML'24) Learning Divergence Fields for Shift-Robust Graph Representations. (2024) Incorporating Retrieval-based Causal Learning with Information Bottlenecks for Interpretable Graph Neural Network.

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