conftrace_

nonparametric clustering

10 papers

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Co-occurring keywords

nonparametric bayesian (124) latent feature learning (5) functional units (2) gibbs sampler (37) scalable training (12) data summarization (37) spectral embedding (37) stationary ergodic (3) coreset construction (40) exponential family models (3)

Papers

A Non-parametric Graph Clustering Framework for Multi-View Data AAAI 2024
DeepDPM: Deep Clustering With an Unknown Number of Clusters CVPR 2022
Revisiting DP-Means: fast scalable algorithms via parallelism and delayed cluster creation UAI 2022
Consistent Algorithms for Clustering Time Series JMLR 2016
CRAFT: ClusteR-specific Assorted Feature selecTion AISTATS 2016
Coresets for Nonparametric Estimation - the Case of DP-Means ICML 2015
Spectral Chinese Restaurant Processes: Nonparametric Clustering Based on Similarities AISTATS 2011
An Exponential Model for Infinite Rankings JMLR 2010
Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations NIPS 2010
A Nonparametric Statistical Approach to Clustering via Mode Identification JMLR 2007