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 (ML4H@NeurIPS, 2021)

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 (NeurIPS, 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)