A Robust Meta-learning Framework with Applications to Virtual Screening - RMGS

  • MA, Kede (Principal Investigator / Project Coordinator)

Project: Research

Project Details

Project number9229073
Grant typeDON_RMG
StatusActive
Effective start/end date1/06/21 → …

Fingerprint

Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
  • Adversarial Task Up-sampling for Meta-learning

    Wu, Y., Huang, L.-K. & Wei, Y., Nov 2022, 36th Conference on Neural Information Processing Systems (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural Information Processing Systems (NeurIPS), (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Open Access
    11 Citations (Scopus)
  • Frustratingly Easy Transferability Estimation

    Huang, L.-K., Huang, J., Rong, Y., Yang, Q. & Wei, Y., Jul 2022, Proceedings of the 39th International Conference on Machine Learning. Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). ML Research Press, p. 9201-9225 (Proceedings of Machine Learning Research; vol. 162).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Open Access
    37 Citations (Scopus)
  • The Role of Deconfounding in Meta-learning

    Jiang, Y., Chen, Z., Kuang, K., Yuan, L., Ye, X., Wang, Z., Wu, F. & Wei, Y., Jul 2022, Proceedings of the 39th International Conference on Machine Learning. ML Research Press, p. 10161-10176 (Proceedings of Machine Learning Research; vol. 162).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Open Access
    12 Citations (Scopus)