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Ruby Shrestha
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 3
Top Topics
Robust Optimization
Least Squares
Metamodel
Invariant Representation
Top Venues
CoRR
ICLR
CLIP/FAIMI/EPIMI@MICCAI
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Publications
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Maryam Toloubidokhti
,
Yubo Ye
,
Ryan Missel
,
Xiajun Jiang
,
Nilesh Kumar
,
Ruby Shrestha
,
Linwei Wang
DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks.
ICLR
(2024)
Nilesh Kumar
,
Ruby Shrestha
,
Zhiyuan Li
,
Linwei Wang
Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations.
CoRR
(2023)
Nilesh Kumar
,
Ruby Shrestha
,
Zhiyuan Li
,
Linwei Wang
Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations.
CLIP/FAIMI/EPIMI@MICCAI
(2023)