Mathematics & Optimization

Efficiently Solving MDPs with Stochastic Mirror Descent ICML 2020 Efficient MDI Adaptation for n-Gram Language Models Interspeech 2020 Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees NeurIPS 2020 Efficient nonparametric statistical inference on population feature importance using Shapley values ICML 2020 Efficient Online Learning of Optimal Rankings: Dimensionality Reduction via Gradient Descent NeurIPS 2020 Efficient Parameter Estimation of Truncated Boolean Product Distributions COLT 2020 Efficient Parametric Multi-Fidelity Surface Mapping RSS 2020 Efficient Projection-free Algorithms for Saddle Point Problems NeurIPS 2020 Efficient Projection-Free Online Methods with Stochastic Recursive Gradient AAAI 2020 Efficient Proximal Mapping of the 1-path-norm of Shallow Networks ICML 2020 Efficient Rollout Strategies for Bayesian Optimization UAI 2020 Efficient semidefinite-programming-based inference for binary and multi-class MRFs NeurIPS 2020 Efficient Spectrum-Revealing CUR Matrix Decomposition AISTATS 2020 Eigenvalue Normalized Recurrent Neural Networks for Short Term Memory AAAI 2020 EiGLasso: Scalable Estimation of Cartesian Product of Sparse Inverse Covariance Matrices UAI 2020 Electing Successive Committees: Complexity and Algorithms AAAI 2020 Election Coding for Distributed Learning: Protecting SignSGD against Byzantine Attacks NeurIPS 2020 Election Control by Manipulating Issue Significance UAI 2020 Election Control in Social Networks via Edge Addition or Removal AAAI 2020 Eliminating the Invariance on the Loss Landscape of Linear Autoencoders ICML 2020 Embedding Conjugate Gradient in Learning Random Walks for Landscape Connectivity Modeling in Conservation IJCAI 2020 Empirical Priors for Prediction in Sparse High-dimensional Linear Regression JMLR 2020 Enabling Programmable Transport Protocols in High-Speed NICs NSDI 2020 End-to-End Transition-Based Online Dialogue Disentanglement IJCAI 2020 Enhancing Nearest Neighbor Based Entropy Estimator for High Dimensional Distributions via Bootstrapping Local Ellipsoid AAAI 2020