Surjanovic, Nikola
- Parallel Tempering With a Variational Reference
2022/05/31 by Nikola Surjanovic, Surjanovic, Nikola, Saifuddin Syed +5 · 2 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods
- autoMALA: Locally adaptive Metropolis-adjusted Langevin algorithm
2023/10/25 by Biron-Lattes, Miguel, Surjanovic, Nikola, Syed, Saifuddin +2 · 2 citations
#Computation (stat.CO) #FOS: Computer and information sciences
- On the Orbit of the Binary Brown Dwarf Companion GL229 Ba and Bb
2025/02/07 by William Thompson, Thompson, William, Dori Blakely +45 · 1 voice · 2 citations
#astro-ph.SR #astro-ph.EP
- AutoStep: Locally adaptive involutive MCMC
2024/10/24 by Liu, Tiange, Surjanovic, Nikola, Biron-Lattes, Miguel +2 · 2 citations
#Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Is Gibbs sampling faster than Hamiltonian Monte Carlo on GLMs?
2024/10/04 by Steven Luu, Zuheng Xu, Luu, Son +9 · 1 citation
Mathematics · #Markov Chains and Monte Carlo Methods