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Krishnapriyan, Aditi
5 publications
AISTATS
2024
Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient Kernels
Da Long
,
Wei Xing
,
Aditi Krishnapriyan
,
Robert Kirby
,
Shandian Zhe
,
Michael W. Mahoney
NeurIPSW
2023
CoarsenConf: Equivariant Coarsening with Aggregated Attention for Molecular Conformer Generation
Danny Reidenbach
,
Aditi Krishnapriyan
ICLR
2023
Learning Differentiable Solvers for Systems with Hard Constraints
Geoffrey Négiar
,
Michael W. Mahoney
,
Aditi Krishnapriyan
ICML
2022
AutoIP: A United Framework to Integrate Physics into Gaussian Processes
Da Long
,
Zheng Wang
,
Aditi Krishnapriyan
,
Robert Kirby
,
Shandian Zhe
,
Michael Mahoney
NeurIPS
2021
Characterizing Possible Failure Modes in Physics-Informed Neural Networks
Aditi Krishnapriyan
,
Amir Gholami
,
Shandian Zhe
,
Robert Kirby
,
Michael W. Mahoney