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Sharan Ramjee
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Fast deep learning for automatic modulation classification
S Ramjee, S Ju, D Yang, X Liu, AE Gamal, YC Eldar
arXiv preprint arXiv:1901.05850, 2019
1892019
Deep learning for interference identification: Band, training SNR, and sample selection
X Zhang, T Seyfi, S Ju, S Ramjee, A El Gamal, YC Eldar
2019 IEEE 20th International Workshop on Signal Processing Advances in …, 2019
432019
Fast deep learning for automatic modulation classification. arXiv 2019
S Ramjee, S Ju, D Yang, X Liu, AE Gamal, YC Eldar
arXiv preprint arXiv:1901.05850, 2019
192019
Ensemble wrapper subsampling for deep modulation classification
S Ramjee, S Ju, D Yang, X Liu, A El Gamal, YC Eldar
IEEE Transactions on Cognitive Communications and Networking 7 (4), 1156-1170, 2021
142021
Efficient wrapper feature selection using autoencoder and model based elimination
S Ramjee, AE Gamal
arXiv preprint arXiv:1905.11592, 2019
72019
Efficient training of deep classifiers for wireless source identification using test SNR estimates
X Wang, S Ju, X Zhang, S Ramjee, A El Gamal
IEEE Wireless Communications Letters 9 (8), 1314-1318, 2020
52020
A PyTorch framework for automatic modulation classification using deep neural networks
S Ju, S Ramjee, D Yang, A El Gamal
12018
Histogram-Based Gradient Boosting Trees for Efficient Graph Learning with Wasserstein Embeddings
S Ramjee, M Wornow
1
Aspect-Target Sentiment Classification for Cyberbullying Detection
C Chen, S Ramjee, J Wang
1
Deep Neural Network Architectures for Modulation Classification using Principal Component Analysis
S Ramjee, S Ju, D Yang, AE Gamal
2018
A Machine Learning Driven Analysis of Private Equity Funding in Seed-Stage Healthcare Startups
S Ramjee
FLITE: Focusing LITE for Memory-Efficient Meta Learning
S Consul, S Ramjee, J Xu
Attention-Weighted Integrated Gradients for Target-Aware Cyberbullying Detection
S Ramjee, S Consul
Image Data Augmentation for Plant Leaf Disease Classification Using Neural Style Transfer
S Zalouk, S Ramjee
Context-Aware Skeleton-based Action Recognition via Spatial and Temporal Transformer Networks
S Ramjee, S Zalouk
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Articles 1–15