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20132026
most citedAn information criterion for automatic gradient tree boosting

3 citations · 8 across the 15 of their papers we have counts for

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stat.CO2023

Numerical Generalized Randomized HMC processes for restricted domains

Tore Selland Kleppe, Roman Liesenfeld

We propose a generic approach for numerically efficient simulation from analytically intractable distributions with constrained support. Our approach relies upon Generalized Random…

math.NA2023

Randomized Runge-Kutta-Nyström Methods for Unadjusted Hamiltonian and Kinetic Langevin Monte Carlo

Nawaf Bou-Rabee, Tore Selland Kleppe

We introduce - and -order -accurate randomized Runge-Kutta-Nyström methods, tailored for approximating Hamiltonian flows within non-reversible Markov chain Monte Car…