In Galaxy Coffee, Myers (Wyoming) talked about cross-correlations of quasars with the CMB convergence (lensing) map. There are now large-scale convergence maps available, so it is possible to more-or-less automatically generate object-lensing cross-correlations. These are pretty straightforwardly interpretable in terms of halo occupation or mass correlations. This is a great new capability for cosmology, and permits testing of a lot of halo-occupation ideas that have been kicking around for a few years.
In the afternoon, Foreman-Mackey talked about our work with Kepler. He made various important points, but what I learned most clearly is that the biggest advantage we gain over our competitors by using Gaussian Processes is in what we call "search": We can do hypothesis tests or parameter estimation quickly but still marginalize out the stochastic variations of the stars.
"We can do hypothesis tests or parameter estimation quickly but still marginalize out the stochastic variations of the stars."
ReplyDeleteYou made gaussian processes fast? I'm interested. Is there a draft on github? Which repo should I stalk?