Publications associées à Reliability of computational science

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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

Reliability of computational science

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Quantification of magic angle spinning dynamic nuclear polarization NMR spectra

Normalized Gaussian path integrals

Robust Generalization via $\alpha$-Mutual Information

The Cost of Scaling a Reliable Interconnection Topology

On the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems

Statistical Fatigue Investigation and Failure Prediction of a Healable Composite System

Gamma Knife radiosurgery for acromegaly: Evaluating the role of the biological effective dose associated with endocrine remission in a series of 42 consecutive cases

Statistical Aspects of Wasserstein Distances

Quantifying Commitment in Nash Equilibria

Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation

Normalized Gaussian path integrals

Robust Generalization via $\alpha$-Mutual Information

Quantification of magic angle spinning dynamic nuclear polarization NMR spectra

The Cost of Scaling a Reliable Interconnection Topology

On the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems

Statistical Fatigue Investigation and Failure Prediction of a Healable Composite System

Statistical Aspects of Wasserstein Distances

Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation

Gamma Knife radiosurgery for acromegaly: Evaluating the role of the biological effective dose associated with endocrine remission in a series of 42 consecutive cases

Quantifying Commitment in Nash Equilibria