6 citations · 10 across the 2 of their papers we have counts for
2 papers
astro-ph.IM2019★ 4 cited
Cosmic Inference: Constraining Parameters With Observations and Highly Limited Number of Simulations
Timur Takhtaganov, Zarija Lukic, Juliane Mueller +1
Cosmological probes pose an inverse problem where the measurement result is obtained through observations, and the objective is to infer values of model parameters which characteri…
stat.ML2018★ 6 cited
Adaptive Gaussian process surrogates for Bayesian inference
Timur Takhtaganov, Juliane Müller
We present an adaptive approach to the construction of Gaussian process surrogates for Bayesian inference with expensive-to-evaluate forward models. Our method relies on the fully…