conftrace_

quadratic activation

7 papers

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Co-occurring keywords

neural network (6616) gradient descent (1144) bayes-optimal test error (1) low-rank matrix estimation (11) shallow neural network (18) homomorphic encryption (56) two-layer neural network (19) teacher-student setup (4) polynomial neural network (6) spurious minima (4)

Papers

On the Impact of Overparameterization on the Training of a Shallow Neural Network in High Dimensions AISTATS 2024
Bayes-optimal learning of an extensive-width neural network from quadratically many samples NIPS 2024
Optimization and Generalization of Shallow Neural Networks with Quadratic Activation Functions NIPS 2020
Partially Encrypted Deep Learning using Functional Encryption NIPS 2019
Algorithmic Regularization in Over-parameterized Matrix Sensing and Neural Networks with Quadratic Activations COLT 2018
Towards Provable Learning of Polynomial Neural Networks Using Low-Rank Matrix Estimation AISTATS 2018
On the Power of Over-parametrization in Neural Networks with Quadratic Activation ICML 2018