Optimization

Game of Gradients: Mitigating Irrelevant Clients in Federated Learning AAAI 2021 Generalised Lipschitz Regularisation Equals Distributional Robustness ICML 2021 Generalization Bounds for (Wasserstein) Robust Optimization NeurIPS 2021 Generalization Guarantee of SGD for Pairwise Learning NeurIPS 2021 Generalize a Small Pre-trained Model to Arbitrarily Large TSP Instances AAAI 2021 Generalized Comprehensive Motion Theory for High-Order Differential Dynamics RSS 2021 Generalized Shuffled Linear Regression ICCV 2021 General Low-rank Matrix Optimization: Geometric Analysis and Sharper Bounds NeurIPS 2021 Generating High-Quality Explanations for Navigation in Partially-Revealed Environments NeurIPS 2021 Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning EMNLP 2021 Generative Adversarial Neural Architecture Search IJCAI 2021 Generative Layout Modeling Using Constraint Graphs ICCV 2021 Generic Neural Architecture Search via Regression NeurIPS 2021 Geometric Value Iteration: Dynamic Error-Aware KL Regularization for Reinforcement Learning ACML 2021 Geometry-Aware Gradient Algorithms for Neural Architecture Search ICLR 2021 Geometry-aware Instance-reweighted Adversarial Training ICLR 2021 GIBBON: General-purpose Information-Based Bayesian Optimisation JMLR 2021 GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling ACL 2021 GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning AAAI 2021 Global2Local: Efficient Structure Search for Video Action Segmentation CVPR 2021 Global and Quadratic Convergence of Newton Hard-Thresholding Pursuit JMLR 2021 Global-aware Beam Search for Neural Abstractive Summarization NeurIPS 2021 Global Convergence of Gradient Descent for Asymmetric Low-Rank Matrix Factorization NeurIPS 2021 Globally Optimal and Efficient Manhattan Frame Estimation by Delimiting Rotation Search Space ICCV 2021 Global Optimality Beyond Two Layers: Training Deep ReLU Networks via Convex Programs ICML 2021