Optimization

Additive Tree-Structured Covariance Function for Conditional Parameter Spaces in Bayesian Optimization AISTATS 2020 Addressing Exposure Bias With Document Minimum Risk Training: Cambridge at the WMT20 Biomedical Translation Task EMNLP 2020 A Decentralized Parallel Algorithm for Training Generative Adversarial Nets NeurIPS 2020 A De Novo Divide-and-Merge Paradigm for Acoustic Model Optimization in Automatic Speech Recognition IJCAI 2020 A Differentially Private Text Perturbation Method Using Regularized Mahalanobis Metric EMNLP 2020 A Distance-Weighted Class-Homogeneous Neighbourhood Ratio for Algorithm Selection ACML 2020 A distributional view on multi-objective policy optimization ICML 2020 A Duality Approach for Regret Minimization in Average-Award Ergodic Markov Decision Processes L4DC 2020 Adversarial Attacks on Deep Graph Matching NeurIPS 2020 Adversarial AutoAugment ICLR 2020 Adversarial Distributional Training for Robust Deep Learning NeurIPS 2020 Adversarial Lipschitz Regularization ICLR 2020 Adversarial Localized Energy Network for Structured Prediction AAAI 2020 Adversarial Mutual Information for Text Generation ICML 2020 AdversarialNAS: Adversarial Neural Architecture Search for GANs CVPR 2020 Adversarial Nonnegative Matrix Factorization ICML 2020 Adversarial Robustness Against the Union of Multiple Perturbation Models ICML 2020 Adversarial robustness via robust low rank representations NeurIPS 2020 Adversarial Robustness via Runtime Masking and Cleansing ICML 2020 AE-OT: A NEW GENERATIVE MODEL BASED ON EXTENDED SEMI-DISCRETE OPTIMAL TRANSPORT ICLR 2020 A Fast Anderson-Chebyshev Acceleration for Nonlinear Optimization AISTATS 2020 A Flexible Framework for Designing Trainable Priors with Adaptive Smoothing and Game Encoding NeurIPS 2020 A Frank-Wolfe Framework for Efficient and Effective Adversarial Attacks AAAI 2020 A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings JMLR 2020 A Generalized Framework for Edge-Preserving and Structure-Preserving Image Smoothing AAAI 2020