gradient descent

Asymptotic Analysis via Stochastic Differential Equations of Gradient Descent Algorithms in Statistical and Computational Paradigms JMLR 2020 A Tight and Unified Analysis of Gradient-Based Methods for a Whole Spectrum of Differentiable Games AISTATS 2020 Automatic Differentiation of Some First-Order Methods in Parametric Optimization AISTATS 2020 AutoML-Zero: Evolving Machine Learning Algorithms From Scratch ICML 2020 Beyond Lazy Training for Over-parameterized Tensor Decomposition NeurIPS 2020 Boosting Frank-Wolfe by Chasing Gradients ICML 2020 Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints ICLR 2020 Can gradient clipping mitigate label noise? ICLR 2020 CoachGAN WACV 2020 Cogradient Descent for Bilinear Optimization CVPR 2020 Complexity Guarantees for Polyak Steps with Momentum COLT 2020 Compressive sensing with un-trained neural networks: Gradient descent finds a smooth approximation ICML 2020 Convergence of Gradient Methods on Bilinear Zero-Sum Games ICLR 2020 Convergence Rates of Gradient Descent and MM Algorithms for Bradley-Terry Models AISTATS 2020 Coresets for Robust Training of Deep Neural Networks against Noisy Labels NeurIPS 2020 Decentralised Learning with Random Features and Distributed Gradient Descent ICML 2020 Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators ICLR 2020 DiffTaichi: Differentiable Programming for Physical Simulation ICLR 2020 Dinkelbach-Type Algorithm for Computing Quantal Stackelberg Equilibrium IJCAI 2020 Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks IJCAI 2020 Dynamics of Deep Neural Networks and Neural Tangent Hierarchy ICML 2020 Effective Diversity in Population Based Reinforcement Learning NeurIPS 2020 Effect of Activation Functions on the Training of Overparametrized Neural Nets ICLR 2020 Efficient Online Learning of Optimal Rankings: Dimensionality Reduction via Gradient Descent NeurIPS 2020 Eigenvalue Normalized Recurrent Neural Networks for Short Term Memory AAAI 2020