Mathematics

Consistent estimation of dynamic and multi-layer block models ICML 2015 Continuous Visibility Feature CVPR 2015 Contour Guided Hierarchical Model for Shape Matching ICCV 2015 Convergence rate of Bayesian tensor estimator and its minimax optimality ICML 2015 Convergence Rates for Persistence Diagram Estimation in Topological Data Analysis JMLR 2015 Convolutional spike-triggered covariance analysis for neural subunit models NeurIPS 2015 Correlation Clustering with Noisy Partial Information COLT 2015 Counting and Exploring Sizes of Markov Equivalence Classes of Directed Acyclic Graphs JMLR 2015 CUR Algorithm for Partially Observed Matrices ICML 2015 Data-Driven Topological Motion Planning with Persistent Cohomology RSS 2015 Data modeling with the elliptical gamma distribution AISTATS 2015 Depth From Focus With Your Mobile Phone CVPR 2015 Depth Image Enhancement Using Local Tangent Plane Approximations CVPR 2015 Depth Recovery From Light Field Using Focal Stack Symmetry ICCV 2015 Derivative Estimation Based on Difference Sequence via Locally Weighted Least Squares Regression JMLR 2015 Deterministic Independent Component Analysis ICML 2015 Differentially Private Learning of Structured Discrete Distributions NeurIPS 2015 Dimensionality estimation without distances AISTATS 2015 Discrete Hyper-Graph Matching CVPR 2015 Discrete Rényi Classifiers NeurIPS 2015 Distributed Estimation of Generalized Matrix Rank: Efficient Algorithms and Lower Bounds ICML 2015 Distributed Submodular Cover: Succinctly Summarizing Massive Data NeurIPS 2015 Distributional Rank Aggregation, and an Axiomatic Analysis ICML 2015 Efficient Compressive Phase Retrieval with Constrained Sensing Vectors NeurIPS 2015 Efficient Estimation of Mutual Information for Strongly Dependent Variables AISTATS 2015