conftrace_

spectral method

204 papers

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Co-occurring keywords

graph neural network (3962) community detection (276) stochastic block model (146) tensor decomposition (375) manifold learning (403) spectral analysis (239) semi-supervised learning (2341) matrix completion (356) unsupervised learning (3264) sample complexity (1169)

Papers

The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited NIPS 2013
Contrastive Learning Using Spectral Methods NIPS 2013
Factorized Diffusion Map Approximation AISTATS 2012
Semi-supervised Eigenvectors for Locally-biased Learning NIPS 2012
Spectral Learning of General Weighted Automata via Constrained Matrix Completion NIPS 2012
Identifiability and Unmixing of Latent Parse Trees NIPS 2012
Calibrated Elastic Regularization in Matrix Completion NIPS 2012
Convergence and Energy Landscape for Cheeger Cut Clustering NIPS 2012
A Method of Moments for Mixture Models and Hidden Markov Models COLT 2012
Data dependent kernels in nearly-linear time AISTATS 2012
Regularized Laplacian Estimation and Fast Eigenvector Approximation NIPS 2011
Spectral Chinese Restaurant Processes: Nonparametric Clustering Based on Similarities AISTATS 2011
Error Analysis of Laplacian Eigenmaps for Semi-supervised Learning AISTATS 2011
Spectral Methods for Learning Multivariate Latent Tree Structure NIPS 2011
Directed Graph Embedding: an Algorithm based on Continuous Limits of Laplacian-type Operators NIPS 2011
Multi-View Learning of Word Embeddings via CCA NIPS 2011
Spectral Regularization for Support Estimation NIPS 2010
Statistical Analysis of Semi-Supervised Learning: The Limit of Infinite Unlabelled Data NIPS 2009
Semi-Supervised Learning in Gigantic Image Collections NIPS 2009
Matrix Completion from Noisy Entries NIPS 2009
Matrix Completion from Power-Law Distributed Samples NIPS 2009
Convex Relaxation of Mixture Regression with Efficient Algorithms NIPS 2009
Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm NIPS 2008
Spectral Hashing NIPS 2008
Colored Maximum Variance Unfolding NIPS 2007