4 citations · 4 across the 1 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
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…