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Posts by Collection
portfolio
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publications
Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations
Published in Fairness of AI in Medical Imaging (FAIMI @ MICCAI), 2023
Citation (APA): Kumar, N., Shrestha, R., Li, Z., & Wang, L. (2023, October). Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations. In Workshop on Clinical Image-Based Procedures (pp. 183-193). Cham: Springer Nature Switzerland.
[Paper URL]
DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks
Published in The Twelfth International Conference on Learning Representations, 2024
Citation (APA): Toloubidokhti, M., Ye, Y., Missel, R., Jiang, X., Kumar, N., Shrestha, R., & Wang, L. DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks. In The Twelfth International Conference on Learning Representations.
[Paper URL]
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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