Optimization

Improving CTC-based Acoustic Model with Very Deep Residual Time-delay Neural Networks Interspeech 2018 Improving GANs Using Optimal Transport ICLR 2018 Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect ICLR 2018 Incorporating Deep Visual Features into Multiobjective based Multi-view Search Results Clustering COLING 2018 Inexact trust-region algorithms on Riemannian manifolds NeurIPS 2018 Inference in Higher Order MRF-MAP Problems With Small and Large Cliques CVPR 2018 Information-based Adaptive Stimulus Selection to Optimize Communication Efficiency in Brain-Computer Interfaces NeurIPS 2018 INITIATOR: Noise-contrastive Estimation for Marked Temporal Point Process IJCAI 2018 Integrating Hypertension Phenotype and Genotype with Hybrid Non-negative Matrix Factorization MLHC 2018 Integrating Machine Learning and Optimization Methods for Imaging of Patients with Prostate Cancer MLHC 2018 Integrating Neural Network Based Beamforming and Weighted Prediction Error Dereverberation Interspeech 2018 Interactive Robot Transition Repair With SMT IJCAI 2018 Inverse Composition Discriminative Optimization for Point Cloud Registration CVPR 2018 Iterate Averaging as Regularization for Stochastic Gradient Descent COLT 2018 ITER: Improving Translation Edit Rate through Optimizable Edit Costs EMNLP 2018 Japanese Predicate Conjugation for Neural Machine Translation NAACL 2018 Joint Learning of Interactive Spoken Content Retrieval and Trainable User Simulator Interspeech 2018 Joint Modeling of Structure Identification and Nuclearity Recognition in Macro Chinese Discourse Treebank COLING 2018 Joint Neural Entity Disambiguation with Output Space Search COLING 2018 Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension ACL 2018 Katyusha: The First Direct Acceleration of Stochastic Gradient Methods JMLR 2018 Katyusha X: Simple Momentum Method for Stochastic Sum-of-Nonconvex Optimization ICML 2018 K-Beam Minimax: Efficient Optimization for Deep Adversarial Learning ICML 2018 Kronecker Recurrent Units ICML 2018 L4: Practical loss-based stepsize adaptation for deep learning NeurIPS 2018