Papers
Sparse Matrix Inversion with Scaled Lasso
Tingni Sun, Cun-Hui Zhang
Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions
Eftychios A Pnevmatikakis, Liam Paninski
Sparse Output Coding for Large-Scale Visual Recognition
Bin Zhao, Eric P. Xing
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis
Nikhil Rao, Christopher Cox, Rob Nowak et al.
Sparse PCA through Low-rank Approximations
Dimitris Papailiopoulos, Alexandros Dimakis, Stavros Korokythakis
Sparse Principal Component Analysis for High Dimensional Multivariate Time Series
Zhaoran Wang, Fang Han, Han Liu
Sparse projections onto the simplex
Anastasios Kyrillidis, Stephen Becker, Volkan Cevher et al.
Sparse Quantization for Patch Description
Xavier Boix, Michael Gygli, Gemma Roig et al.
Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory
Aleksandr Y. Aravkin, James V. Burke, Gianluigi Pillonetto
Sparse Single-Index Model
Pierre Alquier, Gérard Biau
Sparse Subspace Denoising for Image Manifolds
Bo Wang, Zhuowen Tu
Sparse Uncorrelated Linear Discriminant Analysis
Xiaowei Zhang, Delin Chu
Sparse Variation Dictionary Learning for Face Recognition with a Single Training Sample per Person
Meng Yang, Luc Van Gool, Lei Zhang
Sparsity-Based Generalization Bounds for Predictive Sparse Coding
Nishant Mehta, Alexander Gray
Sparsity Regret Bounds for Individual Sequences in Online Linear Regression
Sébastien Gerchinovitz
Spatial Inference Machines
Roman Shapovalov, Dmitry Vetrov, Pushmeet Kohli
Spatiotemporal Deformable Part Models for Action Detection
Yicong Tian, Rahul Sukthankar, Mubarak Shah
Spectral Compressed Sensing via Structured Matrix Completion
Yuxin Chen, Yuejie Chi
Spectral Experts for Estimating Mixtures of Linear Regressions
Arun Tejasvi Chaganty, Percy Liang
Spectral Learning of Hidden Markov Models from Dynamic and Static Data
Tzu-Kuo Huang, Jeff Schneider
Spectral methods for neural characterization using generalized quadratic models
ll Memming Park, Evan W Archer, Nicholas Priebe et al.
Spectral Modeling and Relighting of Reflective-Fluorescent Scenes
Antony Lam, Imari Sato
Specular Reflection Separation Using Dark Channel Prior
Hyeongwoo Kim, Hailin Jin, Sunil Hadap et al.
Speeding up Permutation Testing in Neuroimaging
Chris Hinrichs, Vamsi K Ithapu, Qinyuan Sun et al.