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Mahalakshmi Sabanayagam
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Year
Rough set-based feature selection for credit risk prediction using weight-adjusted boosting ensemble method
E Sivasankar, C Selvi, S Mahalakshmi
Soft Computing 24 (6), 3975-3988, 2020
242020
Cross domain sentiment analysis using different machine learning techniques
S Mahalakshmi, E Sivasankar
Proceedings of the Fifth International Conference on Fuzzy and Neuro …, 2015
182015
Analysis of Convolutions, Non-linearity and Depth in Graph Neural Networks using Neural Tangent Kernel
M Sabanayagam, P Esser, D Ghoshdastidar
Transactions on Machine Learning Research 2023, 2022
8*2022
New insights into graph convolutional networks using neural tangent kernels
M Sabanayagam, P Esser, D Ghoshdastidar
arXiv preprint arXiv:2110.04060, 2021
72021
Graphon based Clustering and Testing of Networks: Algorithms and Theory
M Sabanayagam, LC Vankadara, D Ghoshdastidar
Tenth International Conference on Learning Representations (ICLR, 2022), 2022
62022
Analysis of Graph Convolutional Networks using Neural Tangent Kernels
M Sabanayagam, P Esser, D Ghoshdastidar
INTERNATIONAL WORKSHOP ON MINING AND LEARNING WITH GRAPHS, 2022
12022
Machine learning-based image detection for lensless microscopy in life science
J Brunckhorst, A Pirchner, NR Naik, M Sabanayagam, MDK Paul-Yuan, ...
12019
Fast Adaptive Test-Time Defense with Robust Features
A Singh, M Sabanayagam, K Muandet, D Ghoshdastidar
arXiv preprint arXiv:2307.11672, 2023
2023
Kernels, Data & Physics
F Cagnetta, D Oliveira, M Sabanayagam, N Tsilivis, J Kempe
arXiv preprint arXiv:2307.02693, 2023
2023
Unveiling the Hessian's Connection to the Decision Boundary
M Sabanayagam, F Behrens, U Adomaityte, A Dawid
arXiv preprint arXiv:2306.07104, 2023
2023
Improved Representation Learning Through Tensorized Autoencoders
PM Esser, S Mukherjee, M Sabanayagam, D Ghoshdastidar
The 26th International Conference on Artificial Intelligence and Statistics …, 2022
2022
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Articles 1–11