output
20132023
most citedCompiling Universal Probabilistic Programming Languages with Efficient Parallel Sequential Monte Carlo Inference

13 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

6 papers

cs.PL2023★ 7 cited

Automatic Alignment in Higher-Order Probabilistic Programming Languages

Daniel Lundén, Gizem Çaylak, Fredrik Ronquist +1

Probabilistic Programming Languages (PPLs) allow users to encode statistical inference problems and automatically apply an inference algorithm to solve them. Popular inference algo…

cs.PL2021★ 13 cited

Compiling Universal Probabilistic Programming Languages with Efficient Parallel Sequential Monte Carlo Inference

Daniel Lundén, Joey Öhman, Jan Kudlicka +3

Probabilistic programming languages (PPLs) allow users to encode arbitrary inference problems, and PPL implementations provide general-purpose automatic inference for these problem…

stat.CO2019★ 2 cited

Probabilistic programming for birth-death models of evolution using an alive particle filter with delayed sampling

Jan Kudlicka, Lawrence M. Murray, Fredrik Ronquist +1

We consider probabilistic programming for birth-death models of evolution and introduce a new widely-applicable inference method that combines an extension of the alive particle fi…

astro-ph.EP2017★ 4 cited

Laboratory mid-IR spectra of equilibrated and igneous meteorites. Searching for observables of planetesimal debris

B. L. de Vries, H. Skogby, L. B. F. M. Waters +1

Meteorites contain minerals from Solar System asteroids with different properties (like size, presence of water, core formation). We provide new mid-IR transmission spectra of powd…

astro-ph.EP2017

Early formation of planetary building blocks inferred from Pb isotopic ages of chondrules

Jean Bollard, James N. Connelly, Martin J. Whitehouse +6

The most abundant components of primitive meteorites (chondrites) are millimeter-sized glassy spherical chondrules formed by transient melting events in the solar protoplanetary di…

q-bio.PE2013★ 7 cited

Probabilistic Graphical Model Representation in Phylogenetics

Sebastian Höhna, Tracy A. Heath, Bastien Boussau +3

Recent years have seen a rapid expansion of the model space explored in statistical phylogenetics, emphasizing the need for new approaches to statistical model representation and s…