Skip to content
Avatar

Highlights

  • Arctic Code Vault Contributor
  • Pro

Organizations

@OFAI @TuringLang
trappmartin/README.md

Hi there

I’m a machine learning researcher working on probabilistic models that exploit structural properties, e.g. symmetries or decomposability, to allow efficient and exact computations while maintaining the capability to express complex relationships in data. Most of my work focuses on the intersection of sum-product networks and Bayesian nonparametrics. For details, see my website and my Google scholar profile.

In addition to my research on tractable models, I’m part of the open-source project Turing.jl.

Pinned

  1. Bayesian inference with probabilistic programming.

    Julia 1k 126

  2. Sum-product networks in Julia.

    Julia 30 3

  3. Implementation of Bayesian Sum-Product Networks

    Julia 9 2

  4. Code for Deep Structured Mixtures of Gaussian Processes (DSMGPs)

    Julia 2 3

414 contributions in the last year

Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Mon Wed Fri

Contribution activity

October 2020

Created a pull request in phipsgabler/AutoGibbs.jl that received 1 comment

Update of PG experiments

+49 −25 1 comment

Created an issue in stevie1023/cspn-gpspn that received 2 comments

Benchmark datasets

It would be good to additional benchmark on the datasets used in: https://papers.nips.cc/paper/7905-heterogeneous-multi-output-gaussian-process-pre…

2 comments

Seeing something unexpected? Take a look at the GitHub profile guide.

You can’t perform that action at this time.