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On Robustness of Kernel Clustering
v1v2v3 (latest)

On Robustness of Kernel Clustering

Neural Information Processing Systems (NeurIPS), 2016
6 June 2016
Bowei Yan
Purnamrita Sarkar
ArXiv (abs)PDFHTML

Papers citing "On Robustness of Kernel Clustering"

13 / 13 papers shown
Recovery Guarantees for Kernel-based Clustering under Non-parametric
  Mixture Models
Recovery Guarantees for Kernel-based Clustering under Non-parametric Mixture Models
L. C. Vankadara
Sebastian Bordt
U. V. Luxburg
Debarghya Ghoshdastidar
350
6
0
18 Oct 2021
Kernel k-Means, By All Means: Algorithms and Strong Consistency
Kernel k-Means, By All Means: Algorithms and Strong Consistency
Debolina Paul
Saptarshi Chakraborty
Swagatam Das
Jason Xu
233
9
0
12 Nov 2020
Near-Optimal Comparison Based Clustering
Near-Optimal Comparison Based Clustering
Michaël Perrot
Pascal Esser
Debarghya Ghoshdastidar
281
12
0
08 Oct 2020
A Robust Spectral Clustering Algorithm for Sub-Gaussian Mixture Models
  with Outliers
A Robust Spectral Clustering Algorithm for Sub-Gaussian Mixture Models with OutliersOperational Research (OR), 2019
Prateek Srivastava
Purnamrita Sarkar
G. A. Hanasusanto
286
32
0
16 Dec 2019
Robust Data-driven Profile-based Pricing Schemes
Robust Data-driven Profile-based Pricing SchemesIEEE PES Innovative Smart Grid Technologies Conference (ISGT), 2019
Jingshi Cui
Haoxiang Wang
Chenye Wu
Yang Yu
132
3
0
12 Dec 2019
On the optimality of kernels for high-dimensional clustering
On the optimality of kernels for high-dimensional clusteringInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2019
L. C. Vankadara
Debarghya Ghoshdastidar
259
14
0
01 Dec 2019
A Unified Framework for Tuning Hyperparameters in Clustering Problems
A Unified Framework for Tuning Hyperparameters in Clustering ProblemsStatistica sinica (Stat. Sinica), 2019
Xinjie Fan
Yuguang Yue
Purnamrita Sarkar
Y. X. R. Wang
302
2
0
17 Oct 2019
Concentration of kernel matrices with application to kernel spectral
  clustering
Concentration of kernel matrices with application to kernel spectral clustering
Arash A. Amini
Zahra S. Razaee
236
15
0
07 Sep 2019
Two provably consistent divide and conquer clustering algorithms for
  large networks
Two provably consistent divide and conquer clustering algorithms for large networks
Soumendu Sundar Mukherjee
Purnamrita Sarkar
Peter J. Bickel
265
17
0
18 Aug 2017
Provable Estimation of the Number of Blocks in Block Models
Provable Estimation of the Number of Blocks in Block Models
Bowei Yan
Purnamrita Sarkar
Xiuyuan Cheng
442
35
0
24 May 2017
Convergence Analysis of Gradient EM for Multi-component Gaussian Mixture
Convergence Analysis of Gradient EM for Multi-component Gaussian Mixture
Bowei Yan
Mingzhang Yin
Purnamrita Sarkar
253
1
0
23 May 2017
Randomized Clustered Nystrom for Large-Scale Kernel Machines
Randomized Clustered Nystrom for Large-Scale Kernel MachinesAAAI Conference on Artificial Intelligence (AAAI), 2016
Farhad Pourkamali Anaraki
Stephen Becker
313
34
0
20 Dec 2016
Covariate Regularized Community Detection in Sparse Graphs
Covariate Regularized Community Detection in Sparse GraphsJournal of the American Statistical Association (JASA), 2016
Bowei Yan
Purnamrita Sarkar
385
62
0
10 Jul 2016
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