Optimization

On the training dynamics of deep networks with L_2 regularization NeurIPS 2020 On the Unreasonable Effectiveness of the Greedy Algorithm: Greedy Adapts to Sharpness ICML 2020 On the weak link between importance and prunability of attention heads EMNLP 2020 On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm ICML 2020 Open Problem: Fast and Optimal Online Portfolio Selection COLT 2020 Open Problem: Tight Convergence of SGD in Constant Dimension COLT 2020 Opportunistic Decoding with Timely Correction for Simultaneous Translation ACL 2020 Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization JMLR 2020 Optimal and Practical Algorithms for Smooth and Strongly Convex Decentralized Optimization NeurIPS 2020 Optimal Attack against Autoregressive Models by Manipulating the Environment AAAI 2020 Optimal Auction Based Automated Negotiation in Realistic Decentralised Market Environments AAAI 2020 Optimal Complex Task Assignment in Service Crowdsourcing IJCAI 2020 Optimal Convergence for Distributed Learning with Stochastic Gradient Methods and Spectral Algorithms JMLR 2020 Optimal Epoch Stochastic Gradient Descent Ascent Methods for Min-Max Optimization NeurIPS 2020 Optimal Iterative Sketching Methods with the Subsampled Randomized Hadamard Transform NeurIPS 2020 Optimal Planning Modulo Theories IJCAI 2020 Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems IJCAI 2020 Optimal Query Complexity of Secure Stochastic Convex Optimization NeurIPS 2020 Optimal Robustness-Consistency Trade-offs for Learning-Augmented Online Algorithms NeurIPS 2020 Optimal Strategies Against Generative Attacks ICLR 2020 Optimal transport mapping via input convex neural networks ICML 2020 Optimistic Dual Extrapolation for Coherent Non-monotone Variational Inequalities NeurIPS 2020 Optimistic Exploration even with a Pessimistic Initialisation ICLR 2020 Optimization and Analysis of the pAp@k Metric for Recommender Systems ICML 2020 Optimization from Structured Samples for Coverage Functions ICML 2020