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Journal Articles
- 2024
[j4]Tomojit Ghosh, Michael Kirby:
Correction to: Nonlinear feature selection using sparsity-promoted centroid-encoder. Neural Comput. Appl. 36(1): 521 (2024)- [j3]Tomojit Ghosh
, Michael Kirby:
Linear Centroid Encoder for Supervised Principal Component Analysis. Pattern Recognit. 155: 110634 (2024) - 2023
- [j2]Tomojit Ghosh, Michael Kirby:
Nonlinear feature selection using sparsity-promoted centroid-encoder. Neural Comput. Appl. 35(29): 21883-21902 (2023) - 2022
- [j1]Tomojit Ghosh, Michael Kirby:
Supervised Dimensionality Reduction and Visualization using Centroid-Encoder. J. Mach. Learn. Res. 23: 20:1-20:34 (2022)
Conference and Workshop Papers
- 2024
- [c7]Karim Salta, Tomojit Ghosh, Michael Kirby:
A Multi-domain Multi-task Approach for Feature Selection from Bulk RNA Datasets. ICCS (4) 2024: 31-45 - [c6]Tomojit Ghosh, Shahnewaz Karim Sakib:
Enhanced UAV Security: Optimizing Accuracy and Efficiency with MSBCE Feature Selection. ISDFS 2024: 1-6 - [c5]Shahnewaz Karim Sakib, Tomojit Ghosh:
Evaluation of Privacy-Utility Tradeoff in Generative Adversarial Network Variants. ISDFS 2024: 1-6 - 2023
- [c4]Tomojit Ghosh, Karim Karimov, Michael Kirby:
Sparse Linear Centroid-Encoder: A Biomarker Selection tool for High Dimensional Biological Data. BIBM 2023: 3012-3019 - [c3]Tomojit Ghosh, Michael Kirby:
Feature Selection on Big Data using Masked Sparse Bottleneck Centroid-Encoder. IEEE Big Data 2023: 646-655 - 2017
- [c2]Xiaofeng Ma, Tomojit Ghosh, Michael Kirby:
A sequential simplex algorithm for automatic data and center selecting radial basis functions. IJCNN 2017: 549-556 - 2016
- [c1]Mmanu Chaturvedi, Tomojit Ghosh, Michael Kirby, Xiaoyu Liu, Xiaofeng Ma, Shannon Stiverson:
Explorations in Very Early Prognosis of the Human Immune Response to Influenza. BCB 2016: 562-570
Informal and Other Publications
- 2024
- [i6]Karim Salta, Tomojit Ghosh, Michael Kirby:
A Multi-Domain Multi-Task Approach for Feature Selection from Bulk RNA Datasets. CoRR abs/2405.02534 (2024) - 2023
- [i5]Tomojit Ghosh, Michael Kirby:
Yet Another Algorithm for Supervised Principal Component Analysis: Supervised Linear Centroid-Encoder. CoRR abs/2306.04622 (2023) - [i4]Tomojit Ghosh, Michael Kirby:
Feature Selection using Sparse Adaptive Bottleneck Centroid-Encoder. CoRR abs/2306.04795 (2023) - [i3]Tomojit Ghosh, Michael Kirby, Karim Karimov:
Sparse Linear Centroid-Encoder: A Convex Method for Feature Selection. CoRR abs/2306.04824 (2023) - 2022
- [i2]Tomojit Ghosh, Michael Kirby:
Sparse Centroid-Encoder: A Nonlinear Model for Feature Selection. CoRR abs/2201.12910 (2022) - 2020
- [i1]Tomojit Ghosh, Michael Kirby:
Supervised Dimensionality Reduction and Visualization using Centroid-encoder. CoRR abs/2002.11934 (2020)
Coauthor Index
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