Mathematics & Optimization

Unary Integer Linear Programming with Structural Restrictions IJCAI 2018 Unbiased Objective Estimation in Predictive Optimization ICML 2018 Underdamped Langevin MCMC: A non-asymptotic analysis COLT 2018 Understanding Regularized Spectral Clustering via Graph Conductance NeurIPS 2018 Understanding Subgoal Graphs by Augmenting Contraction Hierarchies IJCAI 2018 UnibucKernel: A kernel-based learning method for complex word identification NAACL 2018 Unifying DAGs and UGs PGM 2018 Universal Growth in Production Economies NeurIPS 2018 Unleashing Linear Optimizers for Group-Fair Learning and Optimization COLT 2018 Unperturbed: spectral analysis beyond Davis-Kahan ALT 2018 Unsupervised Heterogeneous Domain Adaptation with Sparse Feature Transformation ACML 2018 Using relative entropy for detection and analysis of periods of diachronic linguistic change COLING 2018 Variable-Delay Controllability IJCAI 2018 Variance-Reduced Stochastic Gradient Descent on Streaming Data NeurIPS 2018 Very Large-Scale Global SfM by Distributed Motion Averaging CVPR 2018 View Selection with Geometric Uncertainty Modeling RSS 2018 Visualizing Group Dynamics based on Multiparty Meeting Understanding EMNLP 2018 Wasserstein Distributionally Robust Kalman Filtering NeurIPS 2018 Wavelet regression and additive models for irregularly spaced data NeurIPS 2018 Weakly Consistent Optimal Pricing Algorithms in Repeated Posted-Price Auctions with Strategic Buyer ICML 2018 Weakly Submodular Maximization Beyond Cardinality Constraints: Does Randomization Help Greedy? ICML 2018 Weighted Bipolar Argumentation Graphs: Axioms and Semantics IJCAI 2018 Weighted SGD for ℓ_p Regression with Randomized Preconditioning JMLR 2018 Weighted Tensor Decomposition for Learning Latent Variables with Partial Data AISTATS 2018 When Does Diversity of Agent Preferences Improve Outcomes in Selfish Routing? IJCAI 2018