spectral method

Nonparametric Estimation of Multi-View Latent Variable Models ICML 2014 Permutation Diffusion Maps (PDM) with Application to the Image Association Problem in Computer Vision NeurIPS 2014 SerialRank: Spectral Ranking using Seriation NeurIPS 2014 Spectral Bandits for Smooth Graph Functions ICML 2014 Spectral Methods for Indian Buffet Process Inference NeurIPS 2014 Spectral Methods for Supervised Topic Models NeurIPS 2014 Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing NeurIPS 2014 A Fast Semidefinite Approach to Solving Binary Quadratic Problems CVPR 2013 Analyzing the Harmonic Structure in Graph-Based Learning NeurIPS 2013 A Tensor Spectral Approach to Learning Mixed Membership Community Models COLT 2013 Contrastive Learning Using Spectral Methods NeurIPS 2013 Elastic Net Constraints for Shape Matching ICCV 2013 Noisy Sparse Subspace Clustering ICML 2013 On the Sample Complexity of Subspace Learning NeurIPS 2013 Robust learning of low-dimensional dynamics from large neural ensembles NeurIPS 2013 Spectral Experts for Estimating Mixtures of Linear Regressions ICML 2013 Spectral methods for neural characterization using generalized quadratic models NeurIPS 2013 The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited NeurIPS 2013 A Method of Moments for Mixture Models and Hidden Markov Models COLT 2012 A Spectral Algorithm for Latent Dirichlet Allocation NeurIPS 2012 Calibrated Elastic Regularization in Matrix Completion NeurIPS 2012 Convergence and Energy Landscape for Cheeger Cut Clustering NeurIPS 2012 Data dependent kernels in nearly-linear time AISTATS 2012 Factorized Diffusion Map Approximation AISTATS 2012 Fiedler Random Fields: A Large-Scale Spectral Approach to Statistical Network Modeling NeurIPS 2012