Aparna Balagopalan

Conference and Journal

  1. Judging facts, judging norms: Training machine learning models to judge humans requires a modified approach to labeling data. Science Advances 2023. Balagopalan, A., Madras, D., Yang, D.H., Hadfield-Menell, D., Hadfield, G.K., and Ghassemi, M. (2023). /paper/
  2. The Role of Relevance in Fair Ranking. ACM SIGIR 2023. Balagopalan, A., Jacobs, A. Z., & Biega, A. J. (2023, July). /paper/
  3. The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations. ACM FAccT 2022. Balagopalan, A., Zhang, H., Hamidieh, K., Hartvigsen, T., Rudzicz, F., and Ghassemi, M. (2022). /paper/
  4. Mitigating the impact of biased artificial intelligence in emergency decision-making. Nature Communications Medicine 2023. Adam, H., Balagopalan, A., Alsentzer, E. et al. /paper/
  5. Automated detection of progressive speech changes in early Alzheimer’s disease. Alzheimer’s & Dementia: Diagnosis, 2023. Robin, J., Xu, M., Balagopalan, A., Novikova, J., Kahn, L., Oday, A., Hejrati, M., Hashemifar, S., Negahdar, M., Simpson, W. and Teng, E., 2023. /paper/
  6. Comparing Acoustic-based Approaches for Alzheimer’s Disease Detection. Interspeech 2021. Balagopalan, A., & Novikova, J. (2021). /paper/
  7. Comparing pre-trained and feature-based models for prediction of Alzheimer’s disease based on speech. Frontiers in aging neuroscience 2021. Balagopalan, A., Eyre, B., Robin, J., Rudzicz, F., & Novikova, J. (2021). /paper/
  8. To BERT or Not To BERT: Comparing Speech and Language-based Approaches for Alzheimer’s Disease Detection. Interspeech 2020. Balagopalan, A., Eyre, B., Rudzicz, F., Novikova, J. (2020). /paper/
  9. Cross-Language Aphasia Detection using Optimal Transport Domain Adaptation. Machine Learning for Health NeurIPS Workshop, in PMLR 2019. Balagopalan, A., Novikova, J., Mcdermott, M.B.A., Nestor, B., Naumann, T. & Ghassemi, M. (2019). /paper/

Book Chapters

  1. Visualizations of Deep Neural Networks in Computer Vision: A survey, In Transparent Data Mining for Big and Small Data (pp. 123-144).Springer, Cham., 2017. Seifert, C., Aamir, A.,Balagopalan, A., Jain, D., Sharma, A., Grottel, S., Gumhold, S., /chapter/

Design from https://github.com/ankitsultana