conftrace_

infinite dimensional

3 papers

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Co-occurring keywords · papers mentioning both

regret bound (1) online algorithm (1) convolutional neural network (1) dilated convolution (1) kernel methods (1) time-varying regularizer (1) framework (1) discretize (1) geometry (1) principled (1)

Papers

Minimax optimality of convolutional neural networks for infinite dimensional input-output problems and separation from kernel methods ICLR 2024 Position: Optimization in SciML Should Employ the Function Space Geometry ICML 2024 Dimension-Free Exponentiated Gradient NeurIPS 2013