Samarth Rawal

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Tensor Decomposition

Semantic Information

Top Venues

Publications

Teja Gupta, Neeraj Wagh, Samarth Rawal, Brent M. Berry, Gregory A. Worrell, Yogatheesan Varatharajah
Tensor Decomposition of Large-scale Clinical EEGs Reveals Interpretable Patterns of Brain Physiology. NER (2023)
Neeraj Wagh, Jionghao Wei, Samarth Rawal, Brent M. Berry, Yogatheesan Varatharajah
Assessing Robustness of EEG Representations under Data-shifts via Latent Space and Uncertainty Analysis. CoRR (2022)
Teja Gupta, Neeraj Wagh, Samarth Rawal, Brent M. Berry, Gregory A. Worrell, Yogatheesan Varatharajah
Tensor Decomposition of Large-scale Clinical EEGs Reveals Interpretable Patterns of Brain Physiology. CoRR (2022)
Neeraj Wagh, Jionghao Wei, Samarth Rawal, Brent M. Berry, Yogatheesan Varatharajah
Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts. NeurIPS (2022)
Samarth Rawal, Yogatheesan Varatharajah
SCORE-IT: A Machine Learning-based Tool for Automatic Standardization of EEG Reports. CoRR (2021)
Neeraj Wagh, Jionghao Wei, Samarth Rawal, Brent M. Berry, Leland Barnard, Benjamin H. Brinkmann, Gregory A. Worrell, David T. Jones, Yogatheesan Varatharajah
Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability. ML4H@NeurIPS (2021)
Samarth Rawal
Multi-Perspective Semantic Information Retrieval in the Biomedical Domain. CoRR (2020)
Samarth Rawal, Ashok Prakash, Soumya Adhya, Sidharth Kulkarni, Saadat Anwar, Chitta Baral, Murthy V. Devarakonda
Semi-Automated Clinical Lexicon Induction and Its Use in Cohort Selection from Clinical Notes. ICHI (2020)
Samarth Rawal, Chitta Baral
Multi-Perspective Semantic Information Retrieval. CoRR (2020)
Samarth Rawal, Ashok Prakash, Soumya Adhya, Sidharth Kulkarni, Saadat Anwar, Chitta Baral, Murthy V. Devarakonda
Developing and Using Special-Purpose Lexicons for Cohort Selection from Clinical Notes. CoRR (2019)
Samarth Rawal, Siddharth Rawal, Saadat Anwar, Chitta Baral
Identification of Adverse Drug Reaction Mentions in Tweets - SMM4H Shared Task 2019. SMM4H@ACL (2019)