ML Anthology
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Wilson, Ashia
4 publications
ALT
2025
High-Accuracy Sampling from Constrained Spaces with the Metropolis-Adjusted Preconditioned Langevin Algorithm
Vishwak Srinivasan
,
Andre Wibisono
,
Ashia Wilson
COLT
2024
Fast Sampling from Constrained Spaces Using the Metropolis-Adjusted Mirror Langevin Algorithm
Vishwak Srinivasan
,
Andre Wibisono
,
Ashia Wilson
COLT
2022
Multilevel Optimization for Inverse Problems
Simon Weissmann
,
Ashia Wilson
,
Jakob Zech
AISTATS
2020
Approximate Cross-Validation: Guarantees for Model Assessment and Selection
Ashia Wilson
,
Maximilian Kasy
,
Lester Mackey