Mathematics

Sparse Approximate Manifolds for Differential Geometric MCMC NeurIPS 2012 Spectral Clustering of Graphs with General Degrees in the Extended Planted Partition Model COLT 2012 Spectral Learning of General Weighted Automata via Constrained Matrix Completion NeurIPS 2012 Spiking and saturating dendrites differentially expand single neuron computation capacity NeurIPS 2012 State Estimation for Legged Robots - Consistent Fusion of Leg Kinematics and IMU RSS 2012 Statistical Consistency of Ranking Methods in A Rank-Differentiable Probability Space NeurIPS 2012 Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making NeurIPS 2012 Structured Learning of Gaussian Graphical Models NeurIPS 2012 Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses NeurIPS 2012 Submodular-Bregman and the Lovász-Bregman Divergences with Applications NeurIPS 2012 Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs NeurIPS 2012 Testing for Membership to the IFRA and the NBU Classes of Distributions AISTATS 2012 The Banana Distribution is Gaussian: A Localization Study with Exponential Coordinates RSS 2012 The huge Package for High-dimensional Undirected Graph Estimation in R JMLR 2012 The Lovász ϑ function, SVMs and finding large dense subgraphs NeurIPS 2012 The Perturbed Variation NeurIPS 2012 The representer theorem for Hilbert spaces: a necessary and sufficient condition NeurIPS 2012 Tight Bounds on Profile Redundancy and Distinguishability NeurIPS 2012 Topology Constraints in Graphical Models NeurIPS 2012 Toward a Noncommutative Arithmetic-geometric Mean Inequality: Conjectures, Case-studies, and Consequences COLT 2012 Toward Information Theoretic Human-Robot Dialog RSS 2012 Towards Persistent Localization and Mapping with a Continuous Appearance-based Topology RSS 2012 Toward Understanding Complex Spaces: Graph Laplacians on Manifolds with Singularities and Boundaries COLT 2012 Transelliptical Component Analysis NeurIPS 2012 Transelliptical Graphical Models NeurIPS 2012