Optimization

Escaping Saddle-Point Faster under Interpolation-like Conditions NeurIPS 2020 Escaping Saddle Points Faster with Stochastic Momentum ICLR 2020 Escaping the Gravitational Pull of Softmax NeurIPS 2020 ES-MAML: Simple Hessian-Free Meta Learning ICLR 2020 Estimate Sequences for Stochastic Composite Optimization: Variance Reduction, Acceleration, and Robustness to Noise JMLR 2020 Estimating Q(s,s’) with Deep Deterministic Dynamics Gradients ICML 2020 Estimating the Error of Randomized Newton Methods: A Bootstrap Approach ICML 2020 Evaluating Natural Language Generation via Unbalanced Optimal Transport IJCAI 2020 Evolutionary Topology Search for Tensor Network Decomposition ICML 2020 Exact and Efficient Inference for Collective Flow Diffusion Model via Minimum Convex Cost Flow Algorithm AAAI 2020 Exact Guarantees on the Absence of Spurious Local Minima for Non-negative Rank-1 Robust Principal Component Analysis JMLR 2020 Examination and Extension of Strategies for Improving Personalized Language Modeling via Interpolation ACL 2020 Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data JMLR 2020 Expected Information Maximization: Using the I-Projection for Mixture Density Estimation ICLR 2020 Experimental Design for Optimization of Orthogonal Projection Pursuit Models AAAI 2020 Expert Learning through Generalized Inverse Multiobjective Optimization: Models, Insights, and Algorithms ICML 2020 Explaining Propagators for String Edit Distance Constraints AAAI 2020 Explicit Gradient Learning for Black-Box Optimization ICML 2020 Exploiting Higher Order Smoothness in Derivative-free Optimization and Continuous Bandits NeurIPS 2020 Exploiting Model Sparsity in Adaptive MPC: A Compressed Sensing Viewpoint L4DC 2020 Exploiting the Surrogate Gap in Online Multiclass Classification NeurIPS 2020 Exploration Through Reward Biasing: Reward-Biased Maximum Likelihood Estimation for Stochastic Multi-Armed Bandits ICML 2020 Explore Aggressively, Update Conservatively: Stochastic Extragradient Methods with Variable Stepsize Scaling NeurIPS 2020 Exponentiated Gradient Meets Gradient Descent ALT 2020 Extractive Financial Narrative Summarisation based on DPPs COLING 2020