Ashia Wilson
5 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(11)
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Research topics
Keywords
mixing time
(2)
metropolis-hastings filter
(2)
convex optimization
(1)
markov chain monte carlo
(1)
empirical risk minimization
(1)
forward model
(1)
gradient descent
(1)
mirror descent
(1)
approximate sampling
(1)
constrained sampling
(1)
inverse problem
(1)
computational cost
(1)
accelerated convergence
(1)
proximal newton
(1)
multi-level optimization
(1)
newton method
(1)
hamiltonian dynamics
(1)
continuous-time algorithm
(1)
error tolerance
(1)
ensemble kalman inversion
(1)
Papers
Accelerated Convex Optimization via Hamiltonian Dynamics with Deterministic Integration Time
COLT 2026
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