Optimization

Image denoising via K-SVD with primal-dual active set algorithm WACV 2020 Imitation Attacks and Defenses for Black-box Machine Translation Systems EMNLP 2020 ImpatientCapsAndRuns: Approximately Optimal Algorithm Configuration from an Infinite Pool NeurIPS 2020 Implicit competitive regularization in GANs ICML 2020 Implicit differentiation of Lasso-type models for hyperparameter optimization ICML 2020 Implicit Learning Dynamics in Stackelberg Games: Equilibria Characterization, Convergence Analysis, and Empirical Study ICML 2020 Implicit Regularization and Convergence for Weight Normalization NeurIPS 2020 Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training AAAI 2020 Importance Sampling via Local Sensitivity AISTATS 2020 Improper Learning for Non-Stochastic Control COLT 2020 Improved Algorithms for Convex-Concave Minimax Optimization NeurIPS 2020 Improved Algorithms for Online Submodular Maximization via First-order Regret Bounds NeurIPS 2020 Improved Analysis of Clipping Algorithms for Non-convex Optimization NeurIPS 2020 Improved Guarantees for k-means++ and k-means++ Parallel NeurIPS 2020 Improved Natural Language Generation via Loss Truncation ACL 2020 Improved Optimistic Algorithms for Logistic Bandits ICML 2020 Improved Regret Bounds for Projection-free Bandit Convex Optimization AISTATS 2020 Improved Schemes for Episodic Memory-based Lifelong Learning NeurIPS 2020 Improved Subsampled Randomized Hadamard Transform for Linear SVM AAAI 2020 Improved Vector Pruning in Exact Algorithms for Solving POMDPs UAI 2020 Improve Transformer Models with Better Relative Position Embeddings EMNLP 2020 Improving Adversarial Robustness Requires Revisiting Misclassified Examples ICLR 2020 Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning COLING 2020 Improving End-to-End Speech-to-Intent Classification with Reptile Interspeech 2020 Improving First-Order Optimization Algorithms (Student Abstract) AAAI 2020