Mathematics & Optimization

Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction Change ACL 2020 Dynamic Assortment Optimization with Changing Contextual Information JMLR 2020 Dynamic Embedding on Textual Networks via a Gaussian Process AAAI 2020 Dynamic Graph Representation for Occlusion Handling in Biometrics AAAI 2020 Dynamic Multi-Robot Task Allocation under Uncertainty and Temporal Constraints RSS 2020 Dynamic Programming for Predict+Optimise AAAI 2020 Dynamic Regret of Convex and Smooth Functions NeurIPS 2020 Dynamic Submodular Maximization NeurIPS 2020 Early and Efficient Identification of Useless Constraint Propagation for Alldifferent Constraints IJCAI 2020 ECLIPSE: An Extreme-Scale Linear Program Solver for Web-Applications ICML 2020 Effective Dimension Adaptive Sketching Methods for Faster Regularized Least-Squares Optimization NeurIPS 2020 Effectively Unbiased FID and Inception Score and Where to Find Them CVPR 2020 Efficient Algorithms for Generating Provably Near-Optimal Cluster Descriptors for Explainability AAAI 2020 Efficient Algorithms for Learning Revenue-Maximizing Two-Part Tariffs IJCAI 2020 Efficient and Robust High-Dimensional Linear Contextual Bandits IJCAI 2020 Efficient and Robust Shape Correspondence via Sparsity-Enforced Quadratic Assignment CVPR 2020 Efficient Community Search over Large Directed Graph: An Augmented Index-based Approach IJCAI 2020 Efficient Contextual Bandits with Continuous Actions NeurIPS 2020 Efficient Continuous Pareto Exploration in Multi-Task Learning ICML 2020 Efficient Derivative Computation for Cumulative B-Splines on Lie Groups CVPR 2020 Efficient Distance Approximation for Structured High-Dimensional Distributions via Learning NeurIPS 2020 Efficient Heuristic Search for M-Modes Inference PGM 2020 Efficient Learning of Discrete Graphical Models NeurIPS 2020 Efficiently Enumerating Substrings with Statistically Significant Frequencies of Locally Optimal Occurrences in Gigantic String AAAI 2020 Efficiently sampling functions from Gaussian process posteriors ICML 2020