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Subhrajit Roy
Subhrajit Roy
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Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, JB Alayrac, J Yu, R Soricut, J Schalkwyk, ...
arXiv preprint arXiv:2312.11805, 2023
32702023
An adaptive differential evolution algorithm with novel mutation and crossover strategies for global numerical optimization
SM Islam, S Das, S Ghosh, S Roy, PN Suganthan
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2011
6902011
Epileptic seizure prediction using big data and deep learning: toward a mobile system
I Kiral-Kornek, S Roy, E Nurse, B Mashford, P Karoly, T Carroll, D Payne, ...
EBioMedicine 27, 103-111, 2018
3162018
ChronoNet: A deep recurrent neural network for abnormal EEG identification
S Roy, I Kiral-Kornek, S Harrer
Artificial Intelligence in Medicine: 17th Conference on Artificial …, 2019
2112019
Seizure detection using wearable sensors and machine learning: Setting a benchmark
J Tang, R El Atrache, S Yu, U Asif, M Jackson, S Roy, M Mirmomeni, ...
Epilepsia 62 (8), 1807-1819, 2021
1102021
A differential covariance matrix adaptation evolutionary algorithm for real parameter optimization
S Ghosh, S Das, S Roy, SK Minhazul Islam, PN Suganthan
Information Sciences 182 (1), 199-219, 2012
1062012
SeizureNet: Multi-spectral deep feature learning for seizure type classification
U Asif, S Roy, J Tang, S Harrer
Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro …, 2020
1012020
Deep learning enabled automatic abnormal EEG identification
S Roy, I Kiral-Kornek, S Harrer
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
752018
Healthsheet: development of a transparency artifact for health datasets
N Rostamzadeh, D Mincu, S Roy, A Smart, L Wilcox, M Pushkarna, ...
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
732022
Seizure type classification using EEG signals and machine learning: Setting a benchmark
S Roy, U Asif, J Tang, S Harrer
2020 IEEE signal processing in medicine and biology symposium (SPMB), 1-6, 2020
712020
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
J Schrouff, N Harris, S Koyejo, IM Alabdulmohsin, E Schnider, ...
Advances in Neural Information Processing Systems 35, 19304-19318, 2022
672022
Liquid State Machine With Dendritically Enhanced Readout for Low-Power, Neuromorphic VLSI Implementations
S Roy, A Banerjee, A Basu
IEEE Transactions on Biomedical Circuits and Systems, 2014
652014
Multimodal optimization by artificial weed colonies enhanced with localized group search optimizers
S Roy, SM Islam, S Das, S Ghosh
Applied Soft Computing 13 (1), 27-46, 2013
602013
Privacy preserving human fall detection using video data
U Asif, B Mashford, S Von Cavallar, S Yohanandan, S Roy, J Tang, ...
Machine Learning for Health Workshop, 39-51, 2020
522020
Batch calibration: Rethinking calibration for in-context learning and prompt engineering
H Zhou, X Wan, L Proleev, D Mincu, J Chen, K Heller, S Roy
arXiv preprint arXiv:2309.17249, 2023
472023
Maintaining fairness across distribution shift: do we have viable solutions for real-world applications
J Schrouff, N Harris, O Koyejo, I Alabdulmohsin, E Schnider, ...
arXiv preprint arXiv:2202.01034, 2022
452022
An Online Unsupervised Structural Plasticity Algorithm for Spiking Neural Networks
S Roy, A Basu
IEEE Transactions on Neural Networks and Learning Systems, 2015
432015
Safety alignment should be made more than just a few tokens deep
X Qi, A Panda, K Lyu, X Ma, S Roy, A Beirami, P Mittal, P Henderson
arXiv preprint arXiv:2406.05946, 2024
382024
Machine Learning for Seizure Type Classification: Setting the benchmark
S Roy, U Asif, J Tang, S Harrer
arXiv:1902.01012, 2019
362019
Developing robust benchmarks for driving forward AI innovation in healthcare
D Mincu, S Roy
Nature Machine Intelligence 4 (11), 916-921, 2022
312022
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