Optimization

Neural Contextual Bandits with UCB-based Exploration ICML 2020 Neural Epitome Search for Architecture-Agnostic Network Compression ICLR 2020 Neural Inheritance Relation Guided One-Shot Layer Assignment Search AAAI 2020 Neural Machine Translation with Error Correction IJCAI 2020 Neural Machine Translation with Joint Representation AAAI 2020 Neural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-layer Networks ICML 2020 NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks CVPR 2020 Neural Speed Reading Audited EMNLP 2020 Neural text normalization leveraging similarities of strings and sounds COLING 2020 New Insights and Perspectives on the Natural Gradient Method JMLR 2020 Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning NeurIPS 2020 Noise Isn’t Always Negative: Countering Exposure Bias in Sequence-to-Sequence Inflection Models COLING 2020 Non-Adversarial Video Synthesis With Learned Priors CVPR 2020 Nonasymptotic Guarantees for Spiked Matrix Recovery with Generative Priors NeurIPS 2020 Nonconvex Sparse Graph Learning under Laplacian Constrained Graphical Model NeurIPS 2020 Non-monotone DR-submodular Maximization over General Convex Sets IJCAI 2020 Nonmyopic Gaussian Process Optimization with Macro-Actions AISTATS 2020 Non-Stochastic Control with Bandit Feedback NeurIPS 2020 No-regret Exploration in Contextual Reinforcement Learning UAI 2020 Norm-Based Curriculum Learning for Neural Machine Translation ACL 2020 Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search AAAI 2020 NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm (Extended Abstract) IJCAI 2020 NTUNLPL at FinCausal 2020, Task 2:Improving Causality Detection Using Viterbi Decoder COLING 2020 Obtaining Adjustable Regularization for Free via Iterate Averaging ICML 2020 Off-Policy Evaluation and Learning for External Validity under a Covariate Shift NeurIPS 2020