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Goutham Ramakrishnan
Goutham Ramakrishnan
Machine Learning Engineer - II, AWS Neuron
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Year
BAE: BERT-based adversarial examples for text classification
S Garg, G Ramakrishnan
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
4782020
Semantic robustness of models of source code
J Henkel, G Ramakrishnan, Z Wang, A Albarghouthi, S Jha, T Reps
2022 IEEE International Conference on Software Analysis, Evolution and …, 2022
802022
Advances in quantum deep learning: An overview
S Garg, G Ramakrishnan
arXiv preprint arXiv:2005.04316, 2020
652020
Fast GPU-enabled color normalization for digital pathology
D Anand, G Ramakrishnan, A Sethi
2019 International Conference on Systems, Signals and Image Processing …, 2019
38*2019
Synthesizing Action Sequences for Modifying Model Decisions
G Ramakrishnan, YC Lee, A Albarghouthi
Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020, 5462-5469, 2020
372020
Backdoors in neural models of source code
G Ramakrishnan, A Albarghouthi
26th International Conference on Pattern Recognition, 2022
282022
Towards robustness to label noise in text classification via noise modeling
S Garg, G Ramakrishnan, V Thumbe
Proceedings of the 30th ACM International Conference on Information …, 2021
152021
Towards compliant data management systems for healthcare ML
G Ramakrishnan, A Nori, H Murfet, P Cameron
arXiv preprint arXiv:2011.07555, 2020
42020
Interpretable Inference Graphs for Face Recognition
S Garg, G Ramakrishnan, V Thumbe
2019 International Conference on Image and Vision Computing New Zealand …, 2019
2019
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