Optimization

Estimation of Camera Locations in Highly Corrupted Scenarios: All About That Base, No Shape Trouble CVPR 2018 Estimation of Graphical Models through Structured Norm Minimization JMLR 2018 Estimation of Markov Chain via Rank-Constrained Likelihood ICML 2018 Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach ICLR 2018 Expectation-Maximization Algorithms for Itakura-Saito Nonnegative Matrix Factorization Interspeech 2018 Experienced Optimization with Reusable Directional Model for Hyper-Parameter Search IJCAI 2018 Experimental Design under the Bradley-Terry Model IJCAI 2018 Explaining Multi-Criteria Decision Aiding Models with an Extended Shapley Value IJCAI 2018 Explicit Loss-Error-Aware Quantization for Low-Bit Deep Neural Networks CVPR 2018 Explicitly modeling case improves neural dependency parsing EMNLP 2018 Exploiting Numerical Sparsity for Efficient Learning : Faster Eigenvector Computation and Regression NeurIPS 2018 Exploiting Strategy-Space Diversity for Batch Bayesian Optimization AISTATS 2018 Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search ICML 2018 Exploring the Relationship between Conic Affinity of NMF Dictionaries and Speech Enhancement Metrics Interspeech 2018 Extracting Entities and Relations with Joint Minimum Risk Training EMNLP 2018 Extracting In-domain Training Corpora for Neural Machine Translation Using Data Selection Methods EMNLP 2018 Extraction Meets Abstraction: Ideal Answer Generation for Biomedical Questions EMNLP 2018 Fairness Without Demographics in Repeated Loss Minimization ICML 2018 Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow ICML 2018 Fast Approximate Natural Gradient Descent in a Kronecker Factored Eigenbasis NeurIPS 2018 Fast Bellman Updates for Robust MDPs ICML 2018 Fast Cross-Validation IJCAI 2018 Fast Decoding in Sequence Models Using Discrete Latent Variables ICML 2018 Faster Derivative-Free Stochastic Algorithm for Shared Memory Machines ICML 2018 Faster Rates for Convex-Concave Games COLT 2018