conftrace_

functional approximation

3 papers

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Co-occurring keywords

quasi-monte carlo integration (1) control functional (1) integral operator (6) active manifold (1) over-parameterized neural network (13) relu activation (93) numerical integration (40) sensitivity analysis (80) variance reduction (523) gradient-based method (54)

Papers

Active Manifolds: A non-linear analogue to Active Subspaces ICML 2019
On Learning Over-parameterized Neural Networks: A Functional Approximation Perspective NIPS 2019
Control Functionals for Quasi-Monte Carlo Integration AISTATS 2016