suhailshergill / ProPL-meetup

Github repository associated with Toronto Probabilistic Programming meetup
Other
15 stars 8 forks source link

create a backlog of papers and meetups #17

Open suhailshergill opened 8 years ago

suhailshergill commented 8 years ago

there are some initial thoughts on https://gitter.im/suhailshergill/ProPL-meetup?at=57cf6fac98f8df994d41fdce. inlined below is a summary from gitter:

from the list of papers in http://conf.researchr.org/track/POPL-2016/pps-2016#program the following had caught my eye:

the computable distributions paper (http://pps2016.soic.indiana.edu/2015/12/13/an-application-of-computable-distributions-to-the-semantics-of-probabilistic-programs/) and conditioning paper (http://pps2016.soic.indiana.edu/2015/12/11/on-the-semantic-intricacies-of-conditioning/) also look interesting, but we may have already covered some of the aspects of the latter when we've been looking at provably correct samplers.

suhailshergill commented 8 years ago

relating to #16 there is https://arxiv.org/abs/1511.01644 and https://github.com/tmadl/sklearn-expertsys discussion on https://gitter.im/suhailshergill/ProPL-meetup?at=57dbebcaaabc89857fa982c5

some more work here: https://users.cs.duke.edu/~cynthia/papers.html specifically, https://arxiv.org/pdf/1511.01644v1.pdf which looks like an updated version