Publications associées à Théorie des probabilités

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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

Théorie des probabilités

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The probability of intransitivity in dice and close elections

Distributionally Robust Optimization with Polynomial Densities: Theory, Models and Algorithms

Robust Generalization via $\alpha$-Mutual Information

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

On the probability distribution of the local times of diagonally operator-self-similar Gaussian fields with stationary increments

On quantifying the quality of acoustic models in hybrid DNN-HMM ASR

Normalized Gaussian path integrals

Gaussian and sparse processes are limits of generalized Poisson processes

The n-term Approximation of Periodic Generalized Levy Processes

The Cost of Scaling a Reliable Interconnection Topology

The probability of intransitivity in dice and close elections

Distributionally Robust Optimization with Polynomial Densities: Theory, Models and Algorithms

On quantifying the quality of acoustic models in hybrid DNN-HMM ASR

Normalized Gaussian path integrals

The Cost of Scaling a Reliable Interconnection Topology

Robust Generalization via $\alpha$-Mutual Information

On the probability distribution of the local times of diagonally operator-self-similar Gaussian fields with stationary increments

Gaussian and sparse processes are limits of generalized Poisson processes

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

The n-term Approximation of Periodic Generalized Levy Processes