- Graduate Student
- Teaching Assistant
706 Patterson Office Tower
8595522052
KDGMaduranga_CV_Dec19_2019.pdf
(88.05 KB)
Representations and characters of Salingaros' vee groups
https://search.proquest.com/openview/6a990657eeff246b1d7d20933988c869/1?pq-origsite=gscholar&cbl=18750&diss=y
Complex Unitary Recurrent Neural Networks Using Scaled Cayley Transform
https://wvvw.aaai.org/ojs/index.php/AAAI/article/view/4371
Complex Unitary Recurrent Neural Networks using Scaled Cayley Transform(arXiv version)
https://arxiv.org/abs/1811.04142
Other Affiliations:
Kehelwala D. G. Maduranga
Research Interests:
About me
I am a sixth year graduate student in the department of mathematics, University of kentucky. I work with Dr. Qiang Ye in Machine learning, Deep learning forcusing on Recurrent neural networks and its applications to problems in Bioinformatics.
Selected Publications:
- Maduranga, K. D. G., Helfrich, K., and Ye, Q. (2018). Complex unitary recur-rent neural networks using scaled cayley transform. In Proceedings of AAAI 2019.arXiv:1811.04142.
- Maduranga, K.D. G. and R. Ab lamowicz: Representations and characters of Salin-garos vee groups of low order, Bull. Soc. Sci. Lettres Lodz Ser. Rech. Deform. 66(1) (2016), 4375