gradient descent

Global Geometry of Multichannel Sparse Blind Deconvolution on the Sphere NeurIPS 2018 Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace ICML 2018 Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers ICML 2018 Gradient Descent for Spiking Neural Networks NeurIPS 2018 Gradient Descent Learns One-hidden-layer CNN: Don’t be Afraid of Spurious Local Minima ICML 2018 Gradient Descent Meets Shift-and-Invert Preconditioning for Eigenvector Computation NeurIPS 2018 Gradient descent with identity initialization efficiently learns positive definite linear transformations by deep residual networks ICML 2018 Gradient Hard Thresholding Pursuit JMLR 2018 Gradient Layer: Enhancing the Convergence of Adversarial Training for Generative Models AISTATS 2018 HOUDINI: Lifelong Learning as Program Synthesis NeurIPS 2018 How Does Batch Normalization Help Optimization? NeurIPS 2018 How Much Restricted Isometry is Needed In Nonconvex Matrix Recovery? NeurIPS 2018 IHT dies hard: Provable accelerated Iterative Hard Thresholding AISTATS 2018 Implicit Bias of Gradient Descent on Linear Convolutional Networks NeurIPS 2018 Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion ICML 2018 Importance Sampling for Minibatches JMLR 2018 LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning NeurIPS 2018 Learning Approximate Inference Networks for Structured Prediction ICLR 2018 Learning Compact Neural Networks with Regularization ICML 2018 Learning Time/Memory-Efficient Deep Architectures With Budgeted Super Networks CVPR 2018 Learning to Reweight Examples for Robust Deep Learning ICML 2018 Meta-Learning and Universality: Deep Representations and Gradient Descent can Approximate any Learning Algorithm ICLR 2018 Minimax Curriculum Learning: Machine Teaching with Desirable Difficulties and Scheduled Diversity ICLR 2018 Minimizing Adaptive Regret with One Gradient per Iteration IJCAI 2018 Neural 3D Mesh Renderer CVPR 2018