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Clustering

3,638 papers

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Papers

Admixture of Poisson MRFs: A Topic Model with Word Dependencies ICML 2014
Learning Sum-Product Networks with Direct and Indirect Variable Interactions ICML 2014
A Highly Scalable Parallel Algorithm for Isotropic Total Variation Models ICML 2014
Statistical-Computational Phase Transitions in Planted Models: The High-Dimensional Setting ICML 2014
Clustering in the Presence of Background Noise ICML 2014
Hierarchical Quasi-Clustering Methods for Asymmetric Networks ICML 2014
Rectangular Tiling Process ICML 2014
Local algorithms for interactive clustering ICML 2014
Stochastic Neighbor Compression ICML 2014
A Single-Pass Algorithm for Efficiently Recovering Sparse Cluster Centers of High-dimensional Data ICML 2014
Fast Computation of Wasserstein Barycenters ICML 2014
Topic Modeling using Topics from Many Domains, Lifelong Learning and Big Data ICML 2014
K-means recovers ICA filters when independent components are sparse ICML 2014
Online Clustering of Bandits ICML 2014
Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance ICML 2014
The f-Adjusted Graph Laplacian: a Diagonal Modification with a Geometric Interpretation ICML 2014
Weighted Graph Clustering with Non-Uniform Uncertainties ICML 2014
A Deep Semi-NMF Model for Learning Hidden Representations ICML 2014
Beta Diffusion Trees ICML 2014
Robust Distance Metric Learning via Simultaneous L1-Norm Minimization and Maximization ICML 2014
Finding Dense Subgraphs via Low-Rank Bilinear Optimization ICML 2014
Axioms for Graph Clustering Quality Functions JMLR 2014
Clustering Hidden Markov Models with Variational HEM JMLR 2014
Ellipsoidal Rounding for Nonnegative Matrix Factorization Under Noisy Separability JMLR 2014
Prediction and Clustering in Signed Networks: A Local to Global Perspective JMLR 2014