@JacobPriddle

Senior Research Assistant at QUT; previous MPhil at QUT.

Joined September 2019
  • Tweets25
  • Following115
  • Followers112
Our paper Transformations in Semi-Parametric Bayesian Synthetic Likelihood with @JacobPriddle is now published in CSDA. Paper can be accessed for free for next 50 days using link below @QUTDataScience authors.elsevier.com/a/1hHT6…
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Jacob Priddle retweeted
Conor Hassan@HassanConor11 Feb 2023
Excited to get this work preprinted! We provide a method for federated learning inference of hierarchical models. The approach doesn't require communicating gradient information of private parameters, and we also offer a communication-efficient variant! arxiv.org/abs/2302.03314
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Jacob Priddle retweeted
Chris Edwards@edchris_6 Dec 2022
Analysis of the impact of placental position on #placental SWE @QLDFamilyCohort @MaterResearch @QUT @QUTDataScience @UQ_News authors.elsevier.com/a/1gBL3… #sonographer – at Brisbane, Queensland
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Whitening BSL now officially online with JCGS. Get your free copy here (50 only). @JacobPriddle @ABC_Research @dtfraz tandfonline.com/eprint/FWJGE…

Efficient Bayesian Synthetic Likelihood With Whitening Transformations

Likelihood-free methods are an established approach for performing approximate Bayesian inference for models with intractable likelihood functions. However, they can be computationally demanding. B...

tandfonline.com
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Jacob Priddle retweeted
T&F STEM@tandfSTEM24 Sep 2021
Shout out to @JacobPriddle for getting his first paper into JCGS. Explore the article here 👇 bit.ly/3lXS6XS @AmstatNews @chris_drovandi #STATS #Math

Efficient Bayesian Synthetic Likelihood With Whitening Transformations

Likelihood-free methods are an established approach for performing approximate Bayesian inference for models with intractable likelihood functions. However, they can be computationally demanding. B...

tandfonline.com
Chris Drovandi@chris_drovandi22 Sep 2021
Huge congrats to @JacobPriddle for getting his first paper into JCGS. Accelerating Bayesian synthetic likelihood using whitening transformations. @ABC_Research @dtfraz @QUTDataScience tandfonline.com/doi/abs/10.1…

Efficient Bayesian Synthetic Likelihood With Whitening Transformations

Likelihood-free methods are an established approach for performing approximate Bayesian inference for models with intractable likelihood functions. However, they can be computationally demanding. B...

tandfonline.com
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Congrats, @JacobPriddle! What a great collaborative effort involving ACEMS researchers at @QUT, @UNSWScience and @MonashEBS.
Chris Drovandi@chris_drovandi22 Sep 2021
Huge congrats to @JacobPriddle for getting his first paper into JCGS. Accelerating Bayesian synthetic likelihood using whitening transformations. @ABC_Research @dtfraz @QUTDataScience tandfonline.com/doi/abs/10.1…

Efficient Bayesian Synthetic Likelihood With Whitening Transformations

Likelihood-free methods are an established approach for performing approximate Bayesian inference for models with intractable likelihood functions. However, they can be computationally demanding. B...

tandfonline.com
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Huge congrats to @JacobPriddle for getting his first paper into JCGS. Accelerating Bayesian synthetic likelihood using whitening transformations. @ABC_Research @dtfraz @QUTDataScience tandfonline.com/doi/abs/10.1…

Efficient Bayesian Synthetic Likelihood With Whitening Transformations

Likelihood-free methods are an established approach for performing approximate Bayesian inference for models with intractable likelihood functions. However, they can be computationally demanding. B...

tandfonline.com
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Jacob Priddle retweeted
Chris Edwards@edchris_6 Sep 2021
1st comprehensive analysis of placental elastography changes across the 3rd Trimester. doi.org/10.1016/j.placenta.2… @ejcav @DrDanBorg @chris_drovandi @VickiClifton842 @JacobPriddle @MaterResearch @QUTDataScience @QLDFamilyCohort @asasonography #QLDFCS @UQ_News
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Some (self)exciting news - I submitted my first paper! Our new preprint using self-exciting processes to model COVID-19 is now available on medRxiv. Joint work with Deborah Sulem, @KerrieMengersen, Vincent Rivoirard and @RousseauJudith medrxiv.org/content/10.1101/…

Simple discrete-time self-exciting models can describe complex dynamic processes: a case study of...

Hawkes processes are a form of self-exciting process that has been used in numerous applications, including neuroscience, seismology, and terrorism. While these self-exciting processes have a simple...

medrxiv.org
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Jacob Priddle retweeted
Joshua Bon@bonstats9 Sep 2020
First preprint 📜 from my PhD ‘Accelerating SMC using surrogate likelihoods’ with @awllee + @chris_drovandi arxiv.org/abs/2009.03699
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If you missed my talk on using transformations to improve Bayesian synthetic likelihood, it can now be accessed below. @JacobPriddle @dtfraz @ABC_Research Thanks to all the ABC One World organisers! warwick.ac.uk/fac/sci/statis…
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Will be talking at this very soon. This time, if you have some experience with ABC-type methods, you might find the talk interesting. Will be talking about the work led by @JacobPriddle
BayesSSA@BayesSsa30 Jun 2020
#OneWorldABCSeminar Thursday July 2, at 11.30am UK time (AEST, 8.30PM) @chris_drovandi will talk about "Improving Bayesian Synthetic Likelihood via Transformations" For info warwick.ac.uk/fac/sci/statis…
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Our paper on estimating a novel stochastic model for banana bunchy top virus via ABC is now published in PLOS Comp Bio. Led by the talented @av_varg and supported by @ACEMathStats . Open Access. journals.plos.org/ploscompbi…

Estimating a novel stochastic model for within-field disease dynamics of banana bunchy top virus...

Author summary The Banana Bunchy Top Virus (BBTV) poses one of the greatest threats to the food security of developing nations and the banana industry throughout the Asia-Pacific Basin. Decision-ma...

journals.plos.org
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Very honoured by @SMB_MathBiology to have won this award for our work modelling melanoma invasion with @ProfMJSimpson and Parvathi Haridas at @QUT Maths and @qut_ihbi . Great article by ACEMS @AZinBNE. Read more and download our data alexbrowning.me/publication/…

A Bayesian sequential learning framework to parameterise continuum models of melanoma invasion into...

alexbrowning.me
The Random Sample 🎧@RandomSamplePOD19 May 2020
Congrats to Alex Browning @a13xbrowning from ACEMS at @QUTSciEng for the winning the @SMB_MathBiology Lee Segel prize for best student paper! Read about his research and what he's done that no one has done before: acems.org.au/news/alex-brown… @ProfMJSimpson #Mathematics #Biology
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Congrats to @haydenmoffat15 for his first paper, published in Interface on sequential design for predator-prey models. Link to paper below and accepted version on arXiv. royalsocietypublishing.org/d… arxiv.org/abs/1907.02179

Sequential experimental design for predator–prey functional response experiments

Abstract. Understanding functional response within a predator–prey dynamic is a cornerstone for many quantitative ecological studies. Over the past 60 year

royalsocietypublishing.org
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New version of whitening Bayesian synthetic likelihood paper led by @JacobPriddle . Added theory showing computational benefits of the approach with help from @dtfraz . @ABC_Research @ACEMathStats @QUTDataScience arxiv.org/abs/1909.04857

Efficient Bayesian synthetic likelihood with whitening transformations

Likelihood-free methods are an established approach for performing approximate Bayesian inference for models with intractable likelihood functions. However, they can be computationally demanding....

arxiv.org
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Please help spread the word that abstract submission deadline for Australia and New Zealand Stats Conference on Gold Coast has been extended. Amazing pleasant sunny winter on the beach in July!
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Jacob Priddle retweeted
Cheryle Blair@SelbyQUT26 Nov 2019
Day 2 of #bayesonbeach2019! Off to the Beach for a game of cricket in fond memory of Professor Richard Boys, Newcastle University, UK. Keynote Speaker at Bayes on the Beach 2015.
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Jacob Priddle retweeted
Aswi@aswiburhan20 Nov 2019
Congratulations @ziwen_an on your fantastic PhD final seminar today. @ACEMathStats
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How lucky is our Centre to have these amazing ECRs and students - and that we can all get together in #glenelg SA for our annual retreat: #ACEMS2019
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