Mathematics

Metric on Nonlinear Dynamical Systems with Perron-Frobenius Operators NeurIPS 2018 Minimax Rates and Efficient Algorithms for Noisy Sorting ALT 2018 Model Checking Probabilistic Epistemic Logic for Probabilistic Multiagent Systems IJCAI 2018 Mode-Seeking Clustering and Density Ridge Estimation via Direct Estimation of Density-Derivative-Ratios JMLR 2018 MULAN: A Blind and Off-Grid Method for Multichannel Echo Retrieval NeurIPS 2018 Multi-Image Semantic Matching by Mining Consistent Features CVPR 2018 Multitask Boosting for Survival Analysis with Competing Risks NeurIPS 2018 Multi-Task Learning by Maximizing Statistical Dependence CVPR 2018 Multiwinner Voting with Restricted Admissible Sets: Complexity and Strategyproofness IJCAI 2018 Mutual Information Neural Estimation ICML 2018 NAIS-Net: Stable Deep Networks from Non-Autonomous Differential Equations NeurIPS 2018 Narrative Schema Stability in News Text COLING 2018 N-ary Relation Extraction using Graph-State LSTM EMNLP 2018 Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices ICML 2018 Near-Optimal Sample Complexity Bounds for Maximum Likelihood Estimation of Multivariate Log-concave Densities COLT 2018 Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training AISTATS 2018 Not that much power: Linguistic alignment is influenced more by low-level linguistic features rather than social power ACL 2018 On Binary Classification in Extreme Regions NeurIPS 2018 On Binary Embedding using Circulant Matrices JMLR 2018 On denoising modulo 1 samples of a function AISTATS 2018 On how complexity affects the stability of a predictor AISTATS 2018 On Learning Markov Chains NeurIPS 2018 Online Bootstrap Confidence Intervals for the Stochastic Gradient Descent Estimator JMLR 2018 Online Learning: Sufficient Statistics and the Burkholder Method COLT 2018 On Nesting Monte Carlo Estimators ICML 2018