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03/28/2023
Tetra-AML: Automatic Machine Learning via Tensor Networks
Neural networks have revolutionized many aspects of society but in the e...
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05/05/2021
Model-free policy evaluation in Reinforcement Learning via upper solutions
In this work we present an approach for building tight model-free confid...
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08/16/2020
Variance reduction for dependent sequences with applications to Stochastic Gradient MCMC
In this paper we propose a novel and practical variance reduction approa...
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10/08/2019