Optimization

Efficient MDI Adaptation for n-Gram Language Models Interspeech 2020 Efficient Neural Architecture Search via Proximal Iterations AAAI 2020 Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees NeurIPS 2020 Efficient Online Learning of Optimal Rankings: Dimensionality Reduction via Gradient Descent NeurIPS 2020 Efficient Optimistic Exploration in Linear-Quadratic Regulators via Lagrangian Relaxation ICML 2020 Efficient Policy Learning from Surrogate-Loss Classification Reductions ICML 2020 Efficient Projection-free Algorithms for Saddle Point Problems NeurIPS 2020 Efficient Proximal Mapping of the 1-path-norm of Shallow Networks ICML 2020 Efficient Querying from Weighted Binary Codes AAAI 2020 Efficient Riemannian Optimization on the Stiefel Manifold via the Cayley Transform ICLR 2020 Efficient Spatial-Temporal Rebalancing of Shareable Bikes (Student Abstract) AAAI 2020 Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning EMNLP 2020 EiGLasso: Scalable Estimation of Cartesian Product of Sparse Inverse Covariance Matrices UAI 2020 Eliminating the Invariance on the Loss Landscape of Linear Autoencoders ICML 2020 Embedding Dimension of Polyhedral Losses COLT 2020 Empirical Risk Minimization in the Non-interactive Local Model of Differential Privacy JMLR 2020 Empowering Active Learning to Jointly Optimize System and User Demands ACL 2020 Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming NeurIPS 2020 End-to-End Learning and Intervention in Games NeurIPS 2020 End-to-end learning of convolutional neural net and dynamic programming for left ventricle segmentation MIDL 2020 ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation ACL 2020 Enhanced Transport Distance for Unsupervised Domain Adaptation CVPR 2020 Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form NeurIPS 2020 Entrywise convergence of iterative methods for eigenproblems NeurIPS 2020 Error Estimation for Sketched SVD via the Bootstrap ICML 2020