447 citations · 2.5k across the 63 of their papers we have counts for
4 papers · 1 filter
Randomized multilevel Monte Carlo for embarrassingly parallel inference
Ajay Jasra, Kody J. H. Law, Alexander Tarakanov +1
This position paper summarizes a recently developed research program focused on inference in the context of data centric science and engineering applications, and forecasts its tra…
On Unbiased Estimation for Discretized Models
Jeremy Heng, Ajay Jasra, Kody J. H. Law +1
In this article, we consider computing expectations w.r.t. probability measures which are subject to discretization error. Examples include partially observed diffusion processes o…
Sparse online variational Bayesian regression
Kody J. H. Law, Vitaly Zankin
This work considers variational Bayesian inference as an inexpensive and scalable alternative to a fully Bayesian approach in the context of sparsity-promoting priors. In particula…
Materials Fingerprinting Classification
Adam Spannaus, Kody J. H. Law, Piotr Luszczek +6
Significant progress in many classes of materials could be made with the availability of experimentally-derived large datasets composed of atomic identities and three-dimensional c…