Optimization

How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection NAACL 2019 How to Exploit Structure while Solving Weighted Model Integration Problems UAI 2019 How to Handle Missing Values in Multi-Criteria Decision Aiding? IJCAI 2019 How to train your MAML ICLR 2019 Hybrid Actor-Critic Reinforcement Learning in Parameterized Action Space IJCAI 2019 HyperAdam: A Learnable Task-Adaptive Adam for Network Training AAAI 2019 Hyperspectral Image Reconstruction Using Deep External and Internal Learning ICCV 2019 Idiothetic Verticality Estimation through Head Stabilization Strategy RSS 2019 Image Saliency Prediction in Transformed Domain: A Deep Complex Neural Network Method AAAI 2019 IMEXnet A Forward Stable Deep Neural Network ICML 2019 Implicit Regularization of Accelerated Methods in Hilbert Spaces NeurIPS 2019 Implicit Regularization of Discrete Gradient Dynamics in Linear Neural Networks NeurIPS 2019 Importance Estimation for Neural Network Pruning CVPR 2019 Improved Dynamic Graph Learning through Fault-Tolerant Sparsification ICML 2019 Improved Parallel Algorithms for Density-Based Network Clustering ICML 2019 Improving Black-box Adversarial Attacks with a Transfer-based Prior NeurIPS 2019 Improving Law Enforcement Daily Deployment Through Machine Learning-Informed Optimization under Uncertainty IJCAI 2019 Improving Nash Social Welfare Approximations IJCAI 2019 Improving One-Class Collaborative Filtering via Ranking-Based Implicit Regularizer AAAI 2019 Improving Open Information Extraction via Iterative Rank-Aware Learning ACL 2019 Improving Optimization Bounds Using Machine Learning: Decision Diagrams Meet Deep Reinforcement Learning AAAI 2019 Improving Performance of End-to-End ASR on Numeric Sequences Interspeech 2019 Improving Textual Network Embedding with Global Attention via Optimal Transport ACL 2019 Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization ACL 2019 Improving Transformer-Based End-to-End Speech Recognition with Connectionist Temporal Classification and Language Model Integration Interspeech 2019