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One of today’s arXivals examines the use of random forest regression to predict exoplanetary radii given a training set with approx 10 ..read more
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Today I read an arXival on the topic of data compression or likelihood compression for cosmology, which translates to construction of ..read more
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A recent arXival presents an alternative method for approximating the posterior of some cosmological parameters given an observational ..read more
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Okay, class: can anyone tell me what’s the behaviour of the predictions from a Gaussian process posterior at test locations far from the ..read more
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A recent arXival presents a (the arXival authors’ favourite) family of conditional density estimation (CDE) methods as a system for (A ..read more
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As Bayesian buzzwords continue to pop onto arXiv daily, one often runs across ad hoc methods for Monte Carlo integration of posteriors. Of ..read more
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Trying to produce works that both illuminate the proper use of statistical methodology and perhaps tackle some relevant scientific ..read more
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An interesting arXival from last week describes a “Bayesian neural flow” (i.e., masked auto-encoder) model as a data-adaptive prior for ..read more
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I noticed a recent arXival describing an ABC approach to inferring halo modal parameters from lensing substructure, which it seems is the ..read more
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A recent arXival brought to my attention some interesting work (including an author who’s a friend of mine from our St Andrews days, so ..read more

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