Mathematics & Optimization

Subspace Selection via DR-Submodular Maximization on Lattices AAAI 2019 Sum-of-squares meets square loss: Fast rates for agnostic tensor completion COLT 2019 Superset Technique for Approximate Recovery in One-Bit Compressed Sensing NeurIPS 2019 Supervised User Ranking in Signed Social Networks AAAI 2019 Support Localization and the Fisher Metric for off-the-grid Sparse Regularization AISTATS 2019 Surrogate Losses for Online Learning of Stepsizes in Stochastic Non-Convex Optimization ICML 2019 Switching Linear Dynamics for Variational Bayes Filtering ICML 2019 Symmetrization for Embedding Directed Graphs AAAI 2019 Synthesizing Datalog Programs using Numerical Relaxation IJCAI 2019 SySCD: A System-Aware Parallel Coordinate Descent Algorithm NeurIPS 2019 Systematic Conservation Planning for Sustainable Land-use Policies: A Constrained Partitioning Approach to Reserve Selection and Design. IJCAI 2019 Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing EMNLP 2019 Target Tracking for Contextual Bandits: Application to Demand Side Management ICML 2019 Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization AAAI 2019 Teaching Multiple Concepts to a Forgetful Learner NeurIPS 2019 Temporal Quilting for Survival Analysis AISTATS 2019 Tensor Decomposition for Multilayer Networks Clustering AAAI 2019 Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion AAAI 2019 Tensor Variable Elimination for Plated Factor Graphs ICML 2019 Testing Conditional Independence on Discrete Data using Stochastic Complexity AISTATS 2019 Testing Identity of Multidimensional Histograms COLT 2019 Testing Mixtures of Discrete Distributions COLT 2019 Testing Symmetric Markov Chains Without Hitting COLT 2019 Test without Trust: Optimal Locally Private Distribution Testing AISTATS 2019 The Adversarial Attack and Detection under the Fisher Information Metric AAAI 2019