Arin Chaudhuri

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 24

Top Topics

Pearson Correlation

Support Vector Data Description

Gaussian Kernel

Top Venues

Publications

Kai Shen, Haoyu Wang, Arin Chaudhuri, Zohreh Asgharzadeh
Automatic Gaussian Bandwidth Selection for Kernel Principal Component Analysis. KSEM (1) (2023)
Arin Chaudhuri, Carol Sadek, Deovrat Kakde, Haoyu Wang, Wenhao Hu, Hansi Jiang, Seunghyun Kong, Yuewei Liao, Sergiy Peredriy
The trace kernel bandwidth criterion for support vector data description. Pattern Recognit. 111 (2021)
Yu Liang, Arin Chaudhuri, Haoyu Wang
Visualizing the Finer Cluster Structure of Large-Scale and High-Dimensional Data. KSEM (2021)
Yu Liang, Arin Chaudhuri, Haoyu Wang
Visualizing the Finer Cluster Structure of Large-Scale and High-Dimensional Data. CoRR (2020)
Wei Xiao, Xiaolin Huang, Fan He, Jorge Silva, Saba Emrani, Arin Chaudhuri
Online Robust Principal Component Analysis With Change Point Detection. IEEE Trans. Multim. 22 (1) (2020)
Zekun Xu, Deovrat Kakde, Arin Chaudhuri
Automatic Hyperparameter Tuning Method for Local Outlier Factor, with Applications to Anomaly Detection. CoRR (2019)
Hansi Jiang, Haoyu Wang, Wenhao Hu, Deovrat Kakde, Arin Chaudhuri
Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel. AAAI (2019)
Zekun Xu, Deovrat Kakde, Arin Chaudhuri
Automatic Hyperparameter Tuning Method for Local Outlier Factor, with Applications to Anomaly Detection. IEEE BigData (2019)
Arin Chaudhuri, Wenhao Hu
A fast algorithm for computing distance correlation. Comput. Stat. Data Anal. 135 (2019)
Deovrat Kakde, Arin Chaudhuri, Diana Shaw
A New Non-parametric Process Capability Index. ICPHM (2018)
Arin Chaudhuri, Wenhao Hu
A fast algorithm for computing distance correlation. CoRR (2018)
Deovrat Kakde, Arin Chaudhuri, Diana Shaw
A New SVDD-Based Multivariate Non-parametric Process Capability Index. CoRR (2018)
Arin Chaudhuri, Deovrat Kakde, Carol Sadek, Wenhao Hu, Hansi Jiang, Seunghyun Kong, Yuewei Liao, Sergiy Peredriy, Haoyu Wang
The Trace Criterion for Kernel Bandwidth Selection for Support Vector Data Description. CoRR (2018)
Deovrat Kakde, Arin Chaudhuri, Seunghyun Kong, Maria Jahja, Hansi Jiang, Jorge Silva
Peak criterion for choosing Gaussian kernel bandwidth in Support Vector Data Description. ICPHM (2017)
Sergiy Peredriy, Deovrat Kakde, Arin Chaudhuri
Kernel bandwidth selection for SVDD: The sampling peak criterion method for large data. IEEE BigData (2017)
Arin Chaudhuri, Deovrat Kakde, Carol Sadek, Laura Gonzalez, Seunghyun Kong
The Mean and Median Criteria for Kernel Bandwidth Selection for Support Vector Data Description. ICDM Workshops (2017)
Hansi Jiang, Haoyu Wang, Wenhao Hu, Deovrat Kakde, Arin Chaudhuri
Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel. CoRR (2017)
Wei Xiao, Xiaolin Huang, Jorge Silva, Saba Emrani, Arin Chaudhuri
Online Robust Principal Component Analysis with Change Point Detection. CoRR (2017)
Arin Chaudhuri, Deovrat Kakde, Carol Sadek, Laura Gonzalez, Seunghyun Kong
The Mean and Median Criterion for Automatic Kernel Bandwidth Selection for Support Vector Data Description. CoRR (2017)
Arin Chaudhuri, Deovrat Kakde, Maria Jahja, Wei Xiao, Hansi Jiang, Seunghyun Kong, Sergiy Peredriy
Sampling Method for Fast Training of Support Vector Data Description. CoRR (2016)
Sergiy Peredriy, Deovrat Kakde, Arin Chaudhuri
Kernel Bandwidth Selection for SVDD: Peak Criterion Approach for Large Data. CoRR (2016)
Deovrat Kakde, Sergiy Peredriy, Arin Chaudhuri, Anya McGuirk
A Non-Parametric Control Chart For High Frequency Multivariate Data. CoRR (2016)
Deovrat Kakde, Arin Chaudhuri, Seunghyun Kong, Maria Jahja, Hansi Jiang, Jorge Silva
Peak Criterion for Choosing Gaussian Kernel Bandwidth in Support Vector Data Description. CoRR (2016)
Deovrat Kakde, Arin Chaudhuri
Leveraging Unstructured Data to Detect Emerging Reliability Issues. CoRR (2016)