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USPEC_USENC

TKDE 2020: Ultra-Scalable Spectral Clustering and Ensemble Clustering (U-SPEC & U-SENC) #large-scale spectral clustering# #large-scale ensemble clustering#

FastMICE

Matlab code for the TKDE 2023 paper "Fast Multi-view Clustering via Ensembles: Towards Scalability, Superiority, and Simplicity".

SRCFS

MATLAB code for Unsupervised Feature Selection with Multi-Subspace Randomization and Collaboration (SRCFS) (KBS 2019)

ECPCS

MATLAB code for Enhanced Ensemble Clustering via Fast Propagation of Cluster-wise Similarities (IEEE TSMC-S 2021)

UDBGL

Matlab code for the TNNLS 2023 paper "Efficient Multi-view Clustering via Unified and Discrete Bipartite Graph Learning".

LWEA_LWGP

MATLAB Code for Locally Weighted Ensemble Clustering (IEEE TCYB 2018)

JSMC

Matlab source code for "Seeking Commonness and Inconsistencies: A Jointly Smoothed Approach to Multi-view Subspace Clustering", Information Fusion, 2023.

MDEC

TCYB 2022: Toward Multidiversified Ensemble Clustering of High-Dimensional Data: From Subspaces to Metrics and Beyond.

JMVFG

Matlab code for the IEEE TETCI 2023 paper "Joint Multi-view Unsupervised Feature Selection and Graph Learning".

PTA_PTGP

MATLAB Code for Robust Ensemble Clustering Using Probability Trajectories (IEEE TKDE 2016)

SMCMB

Towards Scalable Multi-view Clustering via Joint Learning of Many Bipartite Graphs. To appear in IEEE Transactions on Big Data.

ECFG

Matlab code for Ensemble Clustering Using Factor Graph (ECFG) (Pattern Recognition 2016)

HTCN

Pytorch implementation for the paper "Heterogeneous Tri-stream Clustering Network ".

norm_robustness

Python code for the paper "Large Norms of CNN Layers Do Not Hurt Adversarial Robustness".

OBCut

U-SPEC_Python

WEAC_GPMGLA

Matlab Code for Combining Multiple Clusterings via Crowd Agreement Estimation and Multi-Granularity Link Analysis (Neurocomputing 2015)

ConsistentGraphLearning

MATLAB code for the ICDM paper "Consistency Meets Inconsistency: A Unified Graph Learning Framework for Multi-view Clustering"

DeepLearningTutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

SACC

Pytorch implementation for the paper "Strongly Augmented Contrastive Clustering".

SC-SRGF

Matlab Code for Spectral Clustering by Subspace Randomization and Graph Fusion for High-Dimensional Data (PAKDD 2020)