Mathematics

On Finding Predictors for Arbitrary Families of Processes JMLR 2010 On the relation between universality, characteristic kernels and RKHS embedding of measures AISTATS 2010 Random Conic Pursuit for Semidefinite Programming NeurIPS 2010 Random Projections for k-means Clustering NeurIPS 2010 Random Projection Trees Revisited NeurIPS 2010 REGO: Rank-based Estimation of Renyi Information using Euclidean Graph Optimization AISTATS 2010 Scrambled Objects for Least-Squares Regression NeurIPS 2010 Segmentation as Maximum-Weight Independent Set NeurIPS 2010 Singularity-invariant leg rearrangements in doubly-planar Stewart-Gough platforms RSS 2010 Sodium entry efficiency during action potentials: A novel single-parameter family of Hodgkin-Huxley models NeurIPS 2010 Solving the Uncapacitated Facility Location Problem Using Message Passing Algorithms AISTATS 2010 Stability Approach to Regularization Selection (StARS) for High Dimensional Graphical Models NeurIPS 2010 Stochastic Composite Likelihood JMLR 2010 Stochastic Modeling of the Expected Time to Search for an Intermittent Signal Source Under a Limited Sensing Range RSS 2010 Subgraph Detection Using Eigenvector L1 Norms NeurIPS 2010 The Coding Divergence for Measuring the Complexity of Separating Two Sets ACML 2010 The Group Dantzig Selector AISTATS 2010 The Smooth Curvature Flexure Model: An Accurate, Low-Dimensional Approach for Robot Analysis RSS 2010 Topology Selection in Graphical Models of Autoregressive Processes JMLR 2010 Universal Kernels on Non-Standard Input Spaces NeurIPS 2010 Using Descendants as Instrumental Variables for the Identification of Direct Causal Effects in Linear SEMs AISTATS 2010 Why are some word orders more common than others? A uniform information density account NeurIPS 2010 Worst-case bounds on the quality of max-product fixed-points NeurIPS 2010 Adaptive False Discovery Rate Control under Independence and Dependence JMLR 2009 A Fast, Consistent Kernel Two-Sample Test NeurIPS 2009