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10/21/2022
Adaptive Tuning for Metropolis Adjusted Langevin Trajectories
Hamiltonian Monte Carlo (HMC) is a widely used sampler for continuous pr...
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02/26/2022
Metropolis Adjusted Langevin Trajectories: a robust alternative to Hamiltonian Monte Carlo
Hamiltonian Monte Carlo (HMC) is a widely used sampler, known for its ef...
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06/20/2019
Bounding the error of discretized Langevin algorithms for non-strongly log-concave targets
In this paper, we provide non-asymptotic upper bounds on the error of sa...
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07/24/2018
On sampling from a log-concave density using kinetic Langevin diffusions
Langevin diffusion processes and their discretizations are often used fo...
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01/31/2018