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clustering

26 papers

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Co-occurring keywords

unsupervised learning (3255) unsupervised clustering (129) mixture model (262) clustering algorithm (206) dirichlet process (132) bayesian nonparametrics (270) feature learning (1309) k-means clustering (235) bayesian inference (1904) spectral clustering (304)

Papers

Dependent randomized rounding for clustering and partition systems with knapsack constraints AISTATS 2020
Feedforward Learning of Mixture Models NIPS 2014
The Bayesian Case Model: A Generative Approach for Case-Based Reasoning and Prototype Classification NIPS 2014
Learning Multiple Models via Regularized Weighting NIPS 2013
Minimax Theory for High-dimensional Gaussian Mixtures with Sparse Mean Separation NIPS 2013
Low-rank matrix reconstruction and clustering via approximate message passing NIPS 2013
Small-Variance Asymptotics for Hidden Markov Models NIPS 2013
A simple example of Dirichlet process mixture inconsistency for the number of components NIPS 2013
Submodular-Bregman and the Lovász-Bregman Divergences with Applications NIPS 2012
Repulsive Mixtures NIPS 2012
Inferring Interaction Networks using the IBP applied to microRNA Target Prediction NIPS 2011
Unsupervised Kernel Dimension Reduction NIPS 2010
Nonparametric Bayesian Models for Unsupervised Event Coreference Resolution NIPS 2009
Convex Relaxation of Mixture Regression with Efficient Algorithms NIPS 2009
Learning Taxonomies by Dependence Maximization NIPS 2008
Implicit Mixtures of Restricted Boltzmann Machines NIPS 2008
Expectation Maximization and Posterior Constraints NIPS 2007
A Unified Near-Optimal Estimator For Dimension Reduction in $l_\alpha$ ($0<\alpha\leq 2$) Using Stable Random Projections NIPS 2007
DIFFRAC: a discriminative and flexible framework for clustering NIPS 2007
Clustering appearance and shape by learning jigsaws NIPS 2006
Fast Discriminative Visual Codebooks using Randomized Clustering Forests NIPS 2006
Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach NIPS 2006
Similarity by Composition NIPS 2006
Stability of $K$-Means Clustering NIPS 2006
Accelerated Variational Dirichlet Process Mixtures NIPS 2006