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representational power

5 papers

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Co-occurring keywords · papers mentioning both

partial differential equation (2) neural network (2) curse of dimensionality (2) representation learning (2) markov random field (1) bayesian network (1) graphical model (1) approximation theory (1) neural network approximation (1) sum-product network (1)

Papers

Neural Network Approximations of PDEs Beyond Linearity: A Representational Perspective ICML 2023 Parametric Complexity Bounds for Approximating PDEs with Neural Networks NeurIPS 2021 Geometry and Expressive Power of Conditional Restricted Boltzmann Machines JMLR 2015 Shallow vs. Deep Sum-Product Networks NeurIPS 2011 The Representational Power of Discrete Bayesian Networks JMLR 2002