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deep relu network

8 papers

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Co-occurring keywords · papers mentioning both

relu network (5) gradient descent (3) deep neural network (2) neural network optimization (2) neural tangent kernel (2) neural network (1) finite width analysis (1) hidden feature matrice (1) distribution generation (1) manifold entanglement (1)

Papers

The Effect of Manifold Entanglement and Intrinsic Dimensionality on Learning AAAI 2022 Global Optimality Beyond Two Layers: Training Deep ReLU Networks via Convex Programs ICML 2021 On the Proof of Global Convergence of Gradient Descent for Deep ReLU Networks with Linear Widths ICML 2021 Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks ICML 2021 Constructive Universal High-Dimensional Distribution Generation through Deep ReLU Networks ICML 2020 Generalization Error Bounds of Gradient Descent for Learning Over-Parameterized Deep ReLU Networks AAAI 2020 Efficient Approximation of Deep ReLU Networks for Functions on Low Dimensional Manifolds NeurIPS 2019 Posterior Concentration for Sparse Deep Learning NeurIPS 2018