Neeraj Wagh

According to our database, Neeraj Wagh authored at least 5 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Tensor Decomposition of Large-scale Clinical EEGs Reveals Interpretable Patterns of Brain Physiology.

Teja Gupta, Neeraj Wagh, Samarth Rawal, Brent M. Berry, Gregory A. Worrell, Yogatheesan Varatharajah

Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

2022

Assessing Robustness of EEG Representations under Data-shifts via Latent Space and Uncertainty Analysis.

Neeraj Wagh, Jionghao Wei, Samarth Rawal, Brent M. Berry, Yogatheesan Varatharajah

CoRR, 2022

Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts.

Neeraj Wagh, Jionghao Wei, Samarth Rawal, Brent M. Berry, Yogatheesan Varatharajah

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability.

Neeraj Wagh, Jionghao Wei, Samarth Rawal, Brent M. Berry, Leland Barnard, Benjamin H. Brinkmann, Gregory A. Worrell, David T. Jones, Yogatheesan Varatharajah

Proceedings of the Machine Learning for Health, 2021

2020

EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network.

Neeraj Wagh, Yogatheesan Varatharajah

Proceedings of the Machine Learning for Health Workshop, 2020