Mathematics

Efficient Algorithms and Error Analysis for the Modified Nystrom Method AISTATS 2014 Efficient Approximation of Cross-Validation for Kernel Methods using Bouligand Influence Function ICML 2014 Efficient Dimensionality Reduction for High-Dimensional Network Estimation ICML 2014 Efficient High-Resolution Stereo Matching using Local Plane Sweeps CVPR 2014 Efficient Minimax Signal Detection on Graphs NeurIPS 2014 Efficient Pruning LMI Conditions for Branch-and-Prune Rank and Chirality-Constrained Estimation of the Dual Absolute Quadric CVPR 2014 Elementary Estimators for Sparse Covariance Matrices and other Structured Moments ICML 2014 Elicitation and Identification of Properties COLT 2014 Enhanced 3D Kinematic Modeling of Wheeled Mobile Robots RSS 2014 Estimating Diffusion Network Structures: Recovery Conditions, Sample Complexity & Soft-thresholding Algorithm ICML 2014 Estimating Latent-Variable Graphical Models using Moments and Likelihoods ICML 2014 Exact Post Model Selection Inference for Marginal Screening NeurIPS 2014 Exploiting the Limits of Structure Learning via Inherent Symmetry AISTATS 2014 Exponential Concentration of a Density Functional Estimator NeurIPS 2014 Exponential Family Matrix Completion under Structural Constraints ICML 2014 Extremal Mechanisms for Local Differential Privacy NeurIPS 2014 Factorized Point Process Intensities: A Spatial Analysis of Professional Basketball ICML 2014 Fast Computation of Wasserstein Barycenters ICML 2014 Fast Training of Pose Detectors in the Fourier Domain NeurIPS 2014 Finding a sparse vector in a subspace: Linear sparsity using alternating directions NeurIPS 2014 Finding Dense Subgraphs via Low-Rank Bilinear Optimization ICML 2014 Finding the Subspace Mean or Median to Fit Your Need CVPR 2014 Fourier Analysis on Transient Imaging with a Multifrequency Time-of-Flight Camera CVPR 2014 Full-Angle Quaternions for Robustly Matching Vectors of 3D Rotations CVPR 2014 Gaussian Approximation of Collective Graphical Models ICML 2014