conftrace_

representational power

6 papers

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Co-occurring keywords

neural network (6616) partial differential equation (222) curse of dimensionality (61) representation learning (6206) constituency parsing (160) markov random field (303) bayesian network (378) graphical model (864) approximation theory (77) neural network approximation (31)

Papers

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