Publications associées à Learning from Failed Demonstrations in Unreliable Systems

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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

Learning from Failed Demonstrations in Unreliable Systems

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

Robust Generalization via $\alpha$-Mutual Information

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

From High-Level to Low-Level Robot Learning of Complex Tasks: Leveraging Priors, Metrics and Dynamical Systems

Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation

Method of handwritten character recognition confirmation

Blockage of driftwood and resulting head increase upstream of an ogee spillway with piers

Extracting the Critical Rooting Length in Plant Uprooting by Flow From Pullout Experiments

Quantifying Commitment in Nash Equilibria

Scalable Byzantine Reliable Broadcast

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

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

Extracting the Critical Rooting Length in Plant Uprooting by Flow From Pullout Experiments

Robust Generalization via $\alpha$-Mutual Information

Method of handwritten character recognition confirmation

Scalable Byzantine Reliable Broadcast

From High-Level to Low-Level Robot Learning of Complex Tasks: Leveraging Priors, Metrics and Dynamical Systems

Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation

Blockage of driftwood and resulting head increase upstream of an ogee spillway with piers

Quantifying Commitment in Nash Equilibria