
Acceleration in Hyperbolic and Spherical Spaces
We further research on the acceleration phenomenon on Riemannian manifol...
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Neural networks are a priori biased towards Boolean functions with low entropy
Understanding the inductive bias of neural networks is critical to expla...
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Cheap Orthogonal Constraints in Neural Networks: A Simple Parametrization of the Orthogonal and Unitary Group
We introduce a novel approach to perform firstorder optimization with o...
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Decentralized Cooperative Stochastic Multiarmed Bandits
We study a decentralized cooperative stochastic multiarmed bandit probl...
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Improvements to Inference Compilation for Probabilistic Programming in LargeScale Scientific Simulators
We consider the problem of Bayesian inference in the family of probabili...
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Online Learning Rate Adaptation with Hypergradient Descent
We introduce a general method for improving the convergence rate of grad...
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David Martinez Rubio
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