Mathematics

Entropy Rate Estimation for Markov Chains with Large State Space NeurIPS 2018 Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap ICML 2018 Estimating Latent People Flow without Tracking Individuals IJCAI 2018 Estimation of Graphical Models through Structured Norm Minimization JMLR 2018 Estimation of the Vocal Tract Length of Vowel Sounds Based on the Frequency of the Significant Spectral Valley Interspeech 2018 Estimation with Incomplete Data: The Linear Case IJCAI 2018 Estimators for Multivariate Information Measures in General Probability Spaces NeurIPS 2018 Exact and Robust Conformal Inference Methods for Predictive Machine Learning with Dependent Data COLT 2018 Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements IJCAI 2018 Experimental Design for Cost-Aware Learning of Causal Graphs NeurIPS 2018 Exploiting Graph Regularized Multi-dimensional Hawkes Processes for Modeling Events with Spatio-temporal Characteristics IJCAI 2018 Exploring the Relationship between Conic Affinity of NMF Dictionaries and Speech Enhancement Metrics Interspeech 2018 Exponentiated Strongly Rayleigh Distributions NeurIPS 2018 Extracting Morphophonology from Small Corpora EMNLP 2018 Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure AISTATS 2018 Fast Approximate Spectral Clustering for Dynamic Networks ICML 2018 Fast Compliance Checking in an OWL2 Fragment IJCAI 2018 Fast Randomized PCA for Sparse Data ACML 2018 Finding Minimal Separators in LWF Chain Graphs PGM 2018 Fitting a Putative Manifold to Noisy Data COLT 2018 Found Graph Data and Planted Vertex Covers NeurIPS 2018 From Conjunctive Queries to Instance Queries in Ontology-Mediated Querying IJCAI 2018 Fully Understanding The Hashing Trick NeurIPS 2018 Fundamental Limits of Weak Recovery with Applications to Phase Retrieval COLT 2018 Gaussian Lower Bound for the Information Bottleneck Limit JMLR 2018