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Kehelwala Dewage Gayan Maduranga

Kehelwala D. G. Maduranga

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Journal Articles

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2023
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  - journals/nca/MadurangaZY23
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Kehelwala Dewage Gayan Maduranga, Vasily Zadorozhnyy, Qiang Ye:
Symmetry-structured convolutional neural networks. Neural Comput. Appl. 35(6): 4421-4434 (2023)

Conference and Workshop Papers

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2023
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Sophia J. Abraham, Kehelwala Dewage Gayan Maduranga, Jeffery Kinnison, Jonathan D. Hauenstein, Walter J. Scheirer:
NCQS: Nonlinear Convex Quadrature Surrogate Hyperparameter Optimization. ICCV (Workshops) 2023: 1187-1195
2019
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Kehelwala Dewage Gayan Maduranga, Kyle E. Helfrich, Qiang Ye:
Complex Unitary Recurrent Neural Networks Using Scaled Cayley Transform. AAAI 2019: 4528-4535

Informal and Other Publications

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2023
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  - journals/corr/abs-2308-03317
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Sophia J. Abraham, Kehelwala D. G. Maduranga, Jeffery Kinnison, Zachariah Carmichael, Jonathan D. Hauenstein, Walter J. Scheirer:
HomOpt: A Homotopy-Based Hyperparameter Optimization Method. CoRR abs/2308.03317 (2023)
2022
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  - journals/corr/abs-2203-02056
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Kehelwala Dewage Gayan Maduranga, Vasily Zadorozhnyy, Qiang Ye:
Symmetry Structured Convolutional Neural Networks. CoRR abs/2203.02056 (2022)
2018
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Kehelwala Dewage Gayan Maduranga, Kyle E. Helfrich, Qiang Ye:
Complex Unitary Recurrent Neural Networks using Scaled Cayley Transform. CoRR abs/1811.04142 (2018)

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