conftrace_

approximation rate

4 papers

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Co-occurring keywords

deep neural network (1803) relu network (143) function approximation (319) neural network approximation (31) modulus of continuity (2) piecewise polynomial activation (1) activation function (133) approximation theory (77) recurrent neural network (1790) kernel embedding (29)

Papers

Nonlinear functional regression by functional deep neural network with kernel embedding JMLR 2025
Approximation Rate of the Transformer Architecture for Sequence Modeling NIPS 2024
The phase diagram of approximation rates for deep neural networks NIPS 2020
Optimal approximation of continuous functions by very deep ReLU networks COLT 2018