Optimization

Gradient Descent Provably Optimizes Over-parameterized Neural Networks ICLR 2019 Gradient Harmonized Single-Stage Detector AAAI 2019 Graph Reduction with Spectral and Cut Guarantees JMLR 2019 Greedy and IHT Algorithms for Non-convex Optimization with Monotone Costs of Non-zeros AISTATS 2019 Greedy Layerwise Learning Can Scale To ImageNet ICML 2019 Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints AAAI 2019 Greedy Sampling for Approximate Clustering in the Presence of Outliers NeurIPS 2019 Guaranteed Matrix Completion Under Multiple Linear Transformations CVPR 2019 Guessing Smart: Biased Sampling for Efficient Black-Box Adversarial Attacks ICCV 2019 Guided evolutionary strategies: augmenting random search with surrogate gradients ICML 2019 HAD-Tübingen at SemEval-2019 Task 6: Deep Learning Analysis of Offensive Language on Twitter: Identification and Categorization SemEval 2019 Hamiltonian descent for composite objectives NeurIPS 2019 Harmonic Beamformers for Non-Intrusive Speech Intelligibility Prediction Interspeech 2019 Heavy-ball Algorithms Always Escape Saddle Points IJCAI 2019 Heuristic Authorship Obfuscation ACL 2019 Heuristic Search for Homology Localization Problem and Its Application in Cardiac Trabeculae Reconstruction IJCAI 2019 Hierarchical Encoding of Sequential Data With Compact and Sub-Linear Storage Cost ICCV 2019 Hierarchical Optimal Transport for Multimodal Distribution Alignment NeurIPS 2019 High-Dimensional Optimization in Adaptive Random Subspaces NeurIPS 2019 Hint-Based Training for Non-Autoregressive Machine Translation EMNLP 2019 HiPPI: Higher-Order Projected Power Iterations for Scalable Multi-Matching ICCV 2019 HMLasso: Lasso with High Missing Rate IJCAI 2019 How degenerate is the parametrization of neural networks with the ReLU activation function? NeurIPS 2019 How Does Knowledge of the AUC Constrain the Set of Possible Ground-Truth Labelings? AAAI 2019 How Hard Is the Manipulative Design of Scoring Systems? IJCAI 2019