Publications associées à Kullback–Leibler Divergence as a Forecast Skill Score with Classic Reliability–Resolution–Uncertainty Decomposition

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Robust Generalization via $\alpha$-Mutual Information

Michael Christoph Gastpar, Amedeo Roberto Esposito, Ibrahim Issa

The aim of this work is to provide bounds connecting two probability measures of the same event using Rényi

\alpha

-Divergences and Sibson’s

\alpha

-Mutual Information, a generalization of respectively the Kullback-Leibler Divergence and Shannon’s Mutual ...

ETHZ2020

Kullback–Leibler Divergence as a Forecast Skill Score with Classic Reliability–Resolution–Uncertainty Decomposition

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RRT*-Based Algorithm for Trajectory Planning Considering Probabilistic Weather Forecasts

Robust Generalization via $\alpha$-Mutual Information

Robust Generalization via f−Mutual Information

Information Theoretic Characterization of Uncertainty Distinguishes Surprise From Accuracy Signals in the Brain

Framework to Approximate the Value of Information of Bridge Load Testing for Reserve Capacity Assessment

Waste collection inventory routing with non-stationary stochastic demands

Converse for Multi-Server Single-Message PIR with Side Information

Entropy as a tool for crystal discovery

A sequence-dependent coarse-grain model of B-DNA with explicit description of bases and phosphate groups parametrised from large scale Molecular Dynamics simulations

Time series data interpretation for ‘wheel-flat’ identification including uncertainties

RRT*-Based Algorithm for Trajectory Planning Considering Probabilistic Weather Forecasts

Waste collection inventory routing with non-stationary stochastic demands

Robust Generalization via $\alpha$-Mutual Information

Robust Generalization via f−Mutual Information

Converse for Multi-Server Single-Message PIR with Side Information

Information Theoretic Characterization of Uncertainty Distinguishes Surprise From Accuracy Signals in the Brain

Entropy as a tool for crystal discovery

Framework to Approximate the Value of Information of Bridge Load Testing for Reserve Capacity Assessment

A sequence-dependent coarse-grain model of B-DNA with explicit description of bases and phosphate groups parametrised from large scale Molecular Dynamics simulations

Time series data interpretation for ‘wheel-flat’ identification including uncertainties