Ashia Wilson
4 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
Conferences
COLT (2)
AISTATS (1)
ALT (1)
Top co-authors
Keywords
langevin dynamics
(1)
model selection
(1)
markov chain monte carlo
(1)
empirical risk minimization
(1)
forward model
(1)
gradient descent
(1)
mirror descent
(1)
constrained sampling
(1)
inverse problem
(1)
computational cost
(1)
proximal newton
(1)
newton method
(1)
multilevel optimization
(1)
metropolis-hastings filter
(1)
ensemble kalman inversion
(1)
Papers
High-accuracy sampling from constrained spaces with the Metropolis-adjusted Preconditioned Langevin Algorithm
ALT 2025
Fast sampling from constrained spaces using the Metropolis-adjusted Mirror Langevin algorithm
COLT 2024
Multilevel Optimization for Inverse Problems
COLT 2022
Approximate Cross-validation: Guarantees for Model Assessment and Selection
AISTATS 2020