Mathematics

Universal Measurement Bounds for Structured Sparse Signal Recovery AISTATS 2012 Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination NeurIPS 2012 Wilks’ phenomenon and penalized likelihood-ratio test for nonparametric curve registration AISTATS 2012 Adaptive Exact Inference in Graphical Models JMLR 2011 A Linear Approximation for Graph-based Simultaneous Localization and Mapping RSS 2011 A Model for Temporal Dependencies in Event Streams NeurIPS 2011 A More Powerful Two-Sample Test in High Dimensions using Random Projection NeurIPS 2011 An Art Gallery Approach to Ensuring that Landmarks are Distinguishable RSS 2011 An Asymptotic Behaviour of the Marginal Likelihood for General Markov Models JMLR 2011 Anechoic Blind Source Separation Using Wigner Marginals JMLR 2011 A New Algorithm for Compressed Counting with Applications in Shannon Entropy Estimation in Dynamic Data COLT 2011 An Instantiation-Based Theorem Prover for First-Order Programming AISTATS 2011 Approximating Semidefinite Programs in Sublinear Time NeurIPS 2011 Beyond Spectral Clustering - Tight Relaxations of Balanced Graph Cuts NeurIPS 2011 Can matrix coherence be efficiently and accurately estimated? AISTATS 2011 Collective Graphical Models NeurIPS 2011 Comparative Analysis of Viterbi Training and Maximum Likelihood Estimation for HMMs NeurIPS 2011 Confidence Sets for Network Structure NeurIPS 2011 Convergent Bounds on the Euclidean Distance NeurIPS 2011 Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Functions on Graphs JMLR 2011 Data Skeletonization via Reeb Graphs NeurIPS 2011 Directed Graph Embedding: an Algorithm based on Continuous Limits of Laplacian-type Operators NeurIPS 2011 Directional Statistics on Permutations AISTATS 2011 Domain Decomposition Approach for Fast Gaussian Process Regression of Large Spatial Data Sets JMLR 2011 Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons NeurIPS 2011