conftrace_

quadratic activation

7 papers

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Co-occurring keywords · papers mentioning both

neural network (5) gradient descent (3) bayes-optimal test error (1) low-rank matrix estimation (1) shallow neural network (1) homomorphic encryption (1) two-layer neural network (1) teacher-student setup (1) polynomial neural network (1) spurious minima (1)

Papers

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