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ORCIDArin Chaudhuri
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2020 – today
- 2023
[c8]Kai Shen, Haoyu Wang, Arin Chaudhuri, Zohreh Asgharzadeh:
Automatic Gaussian Bandwidth Selection for Kernel Principal Component Analysis. KSEM (1) 2023: 15-26- 2021
- [j3]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: 107662 (2021) - [c7]Yu Liang
, Arin Chaudhuri, Haoyu Wang:
Visualizing the Finer Cluster Structure of Large-Scale and High-Dimensional Data. KSEM 2021: 361-372 - 2020
- [j2]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): 59-68 (2020) - [i13]Yu Liang, Arin Chaudhuri, Haoyu Wang:
Visualizing the Finer Cluster Structure of Large-Scale and High-Dimensional Data. CoRR abs/2007.08711 (2020)
2010 – 2019
- 2019
- [j1]Arin Chaudhuri, Wenhao Hu:
A fast algorithm for computing distance correlation. Comput. Stat. Data Anal. 135: 15-24 (2019) - [c6]Hansi Jiang, Haoyu Wang, Wenhao Hu, Deovrat Kakde, Arin Chaudhuri:
Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel. AAAI 2019: 3991-3998 - [c5]Zekun Xu, Deovrat Kakde, Arin Chaudhuri:
Automatic Hyperparameter Tuning Method for Local Outlier Factor, with Applications to Anomaly Detection. IEEE BigData 2019: 4201-4207 - [i12]Zekun Xu, Deovrat Kakde, Arin Chaudhuri:
Automatic Hyperparameter Tuning Method for Local Outlier Factor, with Applications to Anomaly Detection. CoRR abs/1902.00567 (2019) - 2018
- [c4]Deovrat Kakde, Arin Chaudhuri, Diana Shaw:
A New Non-parametric Process Capability Index. ICPHM 2018: 1-7 - [i11]Arin Chaudhuri, Wenhao Hu:
A fast algorithm for computing distance correlation. CoRR abs/1810.11332 (2018) - [i10]Deovrat Kakde, Arin Chaudhuri, Diana Shaw:
A New SVDD-Based Multivariate Non-parametric Process Capability Index. CoRR abs/1811.05561 (2018) - [i9]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 abs/1811.06838 (2018) - 2017
- [c3]Sergiy Peredriy, Deovrat Kakde, Arin Chaudhuri:
Kernel bandwidth selection for SVDD: The sampling peak criterion method for large data. IEEE BigData 2017: 3540-3549 - [c2]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: 842-849 - [c1]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: 32-39 - [i8]Wei Xiao, Xiaolin Huang, Jorge Silva, Saba Emrani, Arin Chaudhuri:
Online Robust Principal Component Analysis with Change Point Detection. CoRR abs/1702.05698 (2017) - [i7]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 abs/1708.05106 (2017) - [i6]Hansi Jiang, Haoyu Wang, Wenhao Hu, Deovrat Kakde, Arin Chaudhuri:
Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel. CoRR abs/1709.00139 (2017) - 2016
- [i5]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 abs/1602.05257 (2016) - [i4]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 abs/1606.05382 (2016) - [i3]Deovrat Kakde, Sergiy Peredriy, Arin Chaudhuri, Anya McGuirk:
A Non-Parametric Control Chart For High Frequency Multivariate Data. CoRR abs/1607.07423 (2016) - [i2]Deovrat Kakde, Arin Chaudhuri:
Leveraging Unstructured Data to Detect Emerging Reliability Issues. CoRR abs/1607.07745 (2016) - [i1]Sergiy Peredriy, Deovrat Kakde, Arin Chaudhuri:
Kernel Bandwidth Selection for SVDD: Peak Criterion Approach for Large Data. CoRR abs/1611.00058 (2016)
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