Optimization

Automatically Selecting the Best Dependency Annotation Design with Dynamic Oracles NAACL 2018 Automatic Poetry Generation with Mutual Reinforcement Learning EMNLP 2018 Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification Interspeech 2018 Backpropagation through the Void: Optimizing control variates for black-box gradient estimation ICLR 2018 Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari IJCAI 2018 Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation EMNLP 2018 Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP ACL 2018 Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design ICML 2018 Batched Large-scale Bayesian Optimization in High-dimensional Spaces AISTATS 2018 Batch-Expansion Training: An Efficient Optimization Framework AISTATS 2018 Batch IS NOT Heavy: Learning Word Representations From All Samples ACL 2018 Bayesian Optimization of Combinatorial Structures ICML 2018 Benefits of over-parameterization with EM NeurIPS 2018 Best Arm Identification in Linear Bandits with Linear Dimension Dependency ICML 2018 Beyond the One-Step Greedy Approach in Reinforcement Learning ICML 2018 Bilevel Distance Metric Learning for Robust Image Recognition NeurIPS 2018 Bilevel learning of the Group Lasso structure NeurIPS 2018 Binary Partitions with Approximate Minimum Impurity ICML 2018 Black-Box Reductions for Parameter-free Online Learning in Banach Spaces COLT 2018 Blind Deconvolutional Phase Retrieval via Convex Programming NeurIPS 2018 BML: A High-performance, Low-cost Gradient Synchronization Algorithm for DML Training NeurIPS 2018 BOCK : Bayesian Optimization with Cylindrical Kernels ICML 2018 BOHB: Robust and Efficient Hyperparameter Optimization at Scale ICML 2018 Boolean Decision Rules via Column Generation NeurIPS 2018 Boosting Adversarial Attacks With Momentum CVPR 2018