Mathematics & Optimization

Shaping Social Activity by Incentivizing Users NeurIPS 2014 Signal Aggregate Constraints in Additive Factorial HMMs, with Application to Energy Disaggregation NeurIPS 2014 Signal recovery from Pooling Representations ICML 2014 Simple MAP Inference via Low-Rank Relaxations NeurIPS 2014 Simultaneous Model Selection and Optimization through Parameter-free Stochastic Learning NeurIPS 2014 Sketching the Support of a Probability Measure AISTATS 2014 Smoothed Gradients for Stochastic Variational Inference NeurIPS 2014 Sparse binary zero-sum games ACML 2014 Sparse meta-Gaussian information bottleneck ICML 2014 Sparse PCA via Covariance Thresholding NeurIPS 2014 Sparse PCA with Oracle Property NeurIPS 2014 Sparse Polynomial Learning and Graph Sketching NeurIPS 2014 Sparse Random Feature Algorithm as Coordinate Descent in Hilbert Space NeurIPS 2014 Sparse Reinforcement Learning via Convex Optimization ICML 2014 Sparse Space-Time Deconvolution for Calcium Image Analysis NeurIPS 2014 Sparsity and the Truncated l^2-norm AISTATS 2014 Sparsity on Statistical Simplexes and Diversity in Social Ranking ACML 2014 Spectral Bandits for Smooth Graph Functions ICML 2014 Spectral Clustering of graphs with the Bethe Hessian NeurIPS 2014 Spectral Graph Reduction for Efficient Image and Streaming Video Segmentation CVPR 2014 Spectral Learning of Mixture of Hidden Markov Models NeurIPS 2014 Spectral Methods for Supervised Topic Models NeurIPS 2014 Spectral Regularization for Max-Margin Sequence Tagging ICML 2014 Spherical Hamiltonian Monte Carlo for Constrained Target Distributions ICML 2014 SPMF: A Java Open-Source Pattern Mining Library JMLR 2014