Optimization

Graph Matching via Multiplicative Update Algorithm NeurIPS 2017 Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees NeurIPS 2017 Group Sparse Optimization via lp,q Regularization JMLR 2017 Handling Noise in Boolean Matrix Factorization IJCAI 2017 Harder, Better, Faster, Stronger Convergence Rates for Least-Squares Regression JMLR 2017 Hierarchical Clustering Beyond the Worst-Case NeurIPS 2017 High Dimensional Bayesian Optimization using Dropout IJCAI 2017 High Dimensional Bayesian Optimization with Elastic Gaussian Process ICML 2017 High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm ICML 2017 High-Quality Tabletop Rearrangement with Overhand Grasps: Hardness Results and Fast Methods RSS 2017 Homotopy Analysis for Tensor PCA COLT 2017 How regularization affects the critical points in linear networks NeurIPS 2017 How to Escape Saddle Points Efficiently ICML 2017 Hybrid direct collocation and control in the constraint-consistent subspace for dynamic legged robot locomotion RSS 2017 Imitation learning for structured prediction in natural language processing EACL 2017 Implicitly-Defined Neural Networks for Sequence Labeling ACL 2017 Improved Dynamic Regret for Non-degenerate Functions NeurIPS 2017 Improved Strong Worst-case Upper Bounds for MDP Planning IJCAI 2017 Improved Subword Modeling for WFST-Based Speech Recognition Interspeech 2017 Improved Training of Wasserstein GANs NeurIPS 2017 Improving Group Decision-Making by Artificial Intelligence IJCAI 2017 Improving RANSAC-Based Segmentation Through CNN Encapsulation CVPR 2017 Improving the Generalization Performance of Multi-class SVM via Angular Regularization IJCAI 2017 Improving Variational Methods via Pairwise Linear Response Identities JMLR 2017 Incomplete Label Distribution Learning IJCAI 2017