Mathematics & Optimization

Shortest Paths with Curvature and Torsion ICCV 2013 Sign Cauchy Projections and Chi-Square Kernel NeurIPS 2013 Similarity-based Clustering by Left-Stochastic Matrix Factorization JMLR 2013 Simultaneous Rectification and Alignment via Robust Recovery of Low-rank Tensors NeurIPS 2013 Simultaneous Super-Resolution of Depth and Images Using a Single Camera CVPR 2013 Single-Patch Low-Rank Prior for Non-pointwise Impulse Noise Removal ICCV 2013 Sinkhorn Distances: Lightspeed Computation of Optimal Transport NeurIPS 2013 Sketching Structured Matrices for Faster Nonlinear Regression NeurIPS 2013 Smooth Operators ICML 2013 Solving inverse problem of Markov chain with partial observations NeurIPS 2013 Solving the multi-way matching problem by permutation synchronization NeurIPS 2013 Space-Time Tradeoffs in Photo Sequencing ICCV 2013 Sparse Additive Text Models with Low Rank Background NeurIPS 2013 Sparse Gaussian Conditional Random Fields: Algorithms, Theory, and Application to Energy Forecasting ICML 2013 Sparse Inverse Covariance Estimation with Calibration NeurIPS 2013 Sparse Matrix Inversion with Scaled Lasso JMLR 2013 Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions NeurIPS 2013 Sparse Principal Component Analysis for High Dimensional Multivariate Time Series AISTATS 2013 Sparse projections onto the simplex ICML 2013 Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory JMLR 2013 Spectral Compressed Sensing via Structured Matrix Completion ICML 2013 Spectral Learning of Hidden Markov Models from Dynamic and Static Data ICML 2013 Spectral methods for neural characterization using generalized quadratic models NeurIPS 2013 Speeding up Permutation Testing in Neuroimaging NeurIPS 2013 Speedup Matrix Completion with Side Information: Application to Multi-Label Learning NeurIPS 2013