Optimization

Face-to-Parameter Translation for Game Character Auto-Creation ICCV 2019 Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery NeurIPS 2019 Fair Knapsack AAAI 2019 Fairness risk measures ICML 2019 Fast Algorithm for Generalized Multinomial Models with Ranking Data ICML 2019 Fast and Accurate Least-Mean-Squares Solvers NeurIPS 2019 Fast and Accurate Stochastic Gradient Estimation NeurIPS 2019 Fast and Faster Convergence of SGD for Over-Parameterized Models and an Accelerated Perceptron AISTATS 2019 Fast and Robust Multi-View Multi-Task Learning via Group Sparsity IJCAI 2019 Fast and Robust Shortest Paths on Manifolds Learned from Data AISTATS 2019 Fast Automatic Smoothing for Generalized Additive Models JMLR 2019 Fast Computation of Content-Sensitive Superpixels and Supervoxels Using Q-Distances ICCV 2019 Fast Decomposable Submodular Function Minimization using Constrained Total Variation NeurIPS 2019 Fast Efficient Hyperparameter Tuning for Policy Gradient Methods NeurIPS 2019 Faster Boosting with Smaller Memory NeurIPS 2019 Faster Gradient-Free Proximal Stochastic Methods for Nonconvex Nonsmooth Optimization AAAI 2019 Fast Gaussian process based gradient matching for parameter identification in systems of nonlinear ODEs AISTATS 2019 Fast Low-rank Metric Learning for Large-scale and High-dimensional Data NeurIPS 2019 Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells CVPR 2019 Fast Parallel Algorithms for Statistical Subset Selection Problems NeurIPS 2019 Fast, Provably convergent IRLS Algorithm for p-norm Linear Regression NeurIPS 2019 Fast Proximal Gradient Descent for A Class of Non-convex and Non-smooth Sparse Learning Problems UAI 2019 Fast Spatio-Temporal Residual Network for Video Super-Resolution CVPR 2019 Fast Stochastic Algorithms for Low-rank and Nonsmooth Matrix Problems AISTATS 2019 Fast structure learning with modular regularization NeurIPS 2019