Lawrence Murray

Research Scientist Manager II, Uber AI Labs

Joined

April 2019

Names

Lawrence Murray (Preferred)

Lawrence M Murray

Emails

****@indii.org (Confirmed)

****@uber.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research Scientist Manager II

Uber AI Labs (uber.com)

2019 – Present

Researcher

Uppsala University (it.uu.se)

2016 – 2018

Researcher

University of Oxford (stats.ox.ac.uk)

2014 – 2016

Researcher

CSIRO (csiro.au)

2009 – 2014

Advisors, Relations & Conflicts

No relations added

Expertise

High-performance computing

Present

Probabilistic programming

Present

Monte Carlo methods

Present

Probabilistic machine learning

Present

Bayesian statistics

Present

Publications

Anytime parallel tempering
Alix Marie d'Avigneau, Sumeetpal S. Singh, Lawrence M. Murray
- 2021 (modified: 02 Jun 2022)
- Stat. Comput. 2021
- Readers: Everyone
Particle Filter with Rejection Control and Unbiased Estimator of the Marginal Likelihood
Jan Kudlicka, Lawrence M. Murray, Thomas B. Schön, Fredrik Lindsten
- 2020 (modified: 02 Jun 2022)
- ICASSP 2020
- Readers: Everyone
Lazy object copy as a platform for population-based probabilistic programming
Lawrence M. Murray
- 2020 (modified: 02 Jun 2022)
- CoRR 2020
- Readers: Everyone
Probabilistic Programming for Birth-Death Models of Evolution Using an Alive Particle Filter with Delayed Sampling
Jan Kudlicka, Lawrence M. Murray, Fredrik Ronquist, Thomas B. Schön
- 2019 (modified: 02 Jun 2022)
- UAI 2019
- Readers: Everyone
Parameter elimination in particle Gibbs sampling
Anna Wigren, Riccardo Sven Risuleo, Lawrence Murray, Fredrik Lindsten
- 2019 (modified: 02 Jun 2022)
- NeurIPS 2019
- Readers: Everyone
Automatic Alignment of Sequential Monte Carlo Inference in Higher-Order Probabilistic Programs
Daniel Lundén, David Broman, Fredrik Ronquist, Lawrence M. Murray
- 2018 (modified: 02 Jun 2022)
- CoRR 2018
- Readers: Everyone
Delayed Sampling and Automatic Rao-Blackwellization of Probabilistic Programs
Lawrence M. Murray, Daniel Lundén, Jan Kudlicka, David Broman, Thomas B. Schön
- 2018 (modified: 02 Jun 2022)
- AISTATS 2018
- Readers: Everyone
Automated learning with a probabilistic programming language: Birch
Lawrence M. Murray, Thomas B. Schön
- 2018 (modified: 02 Jun 2022)
- Annu. Rev. Control. 2018
- Readers: Everyone
Automated learning with a probabilistic programming language: Birch
Lawrence M. Murray, Thomas B. Schön
- 2018 (modified: 02 Jun 2022)
- CoRR 2018
- Readers: Everyone
Probabilistic learning of nonlinear dynamical systems using sequential Monte Carlo
Thomas B. Schön, Andreas Svensson, Lawrence M. Murray, Fredrik Lindsten
- 2017 (modified: 02 Jun 2022)
- CoRR 2017
- Readers: Everyone

View all 23 publications

Co-Authors

View all 43 co-authors