EPSRC CDT in Modern Statistics and Statistical Machine Learning at Imperial and Oxford

United Kingdom
Joined December 2018
StatML CDT retweeted
What does the limiting distribution of a U-statistic look like in high-dimensional settings where the dim is allowed to grow with the sample size? Check out our recent preprint with @KevinHanHuang1 Andrew Duncan and @axel_gandy !
U-statistics are ubiquitous in everyday #Statistics & #MachineLearning. Check out the paper by @KevinHanHuang1, X Liu, AB Duncan & A Gandy that provides a theory in high-dimensional data context with applications to kernel-based distribution testing 👉 arxiv.org/abs/2302.05686
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🎉 Awarded an Outstanding Paper award 🎉 at Neurips 2022, updated from the ArXiv version, announcing "Riemannian Score-Based Generative Models" arxiv.org/pdf/2202.02763.pdf Joint work with @ValentinDeBort1 @MathieuEmile @JamesTThorn @yeewhye @ArnaudDoucet1 in @oxcsml @OxfordStats
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In this work we extend the score based generative modelling framework from Euclidean space to arbitrary manifolds, and provide convergence bounds for compact manifolds. ‼️ Note that the generic manifold constructions are new since the last ArXiv version, please check it out ‼️
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Our researchers are working with chemical company @BASF on new machine learning techniques that address research and development needs in the chemical industry. The new techniques will be revealed at the prestigious #NeurIPS2022 conference. Read more 👇 ow.ly/UP0Y50Lqvew
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This week OliverRatmann & NunoFaria held a methods innovation accelerator workshop on novel approaches for automatizing viral phylogenetic analysis pipelines 👇
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ICYMI: Amazon to host StatML Oxford Imperial ML Workshop in Berlin office: amazon.science/latest-news/a… #ComputationalStatistics
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StatML CDT retweeted
2022 Bocconi Summer School on "Random Structures and Combinatorial Statistics", at Villa del Grumello, July 11-21. Instructors: Luc Devroye and Gabor Lugosi. Applications by April 25, 2022. More info at bocconi2022.lakecomoschool.o…
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📣 Super happy to have been selected as a finalist at @STEM4Brit Maths category! I’ll be presenting some of my DPhil research @UKParliament in March💥🤩 #stem #maths #ML
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StatML CDT retweeted
Deep Adaptive Design (DAD) enables fast, adaptive experimentation. Learning a design policy net, DAD removes need for costly computations at each step of the experiment and makes decisions in <1sec using a single forward pass. @AdamEFoster @desirivanova Ilyas Malik @tom_rainforth
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What has the @imperialcollege #COVID19 Response Team worked on in the past 15 months? Today we published our 2020-2021 report, download it here 👉imperial.ac.uk/mrc-global-in… #annualreport @Imperial_JIDEA @ImperialMaths @ImperialSPH @ImperialBiz
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NEW PUBLICATION in @ScienceMagazine ➡️Age groups that sustain resurging COVID-19 epidemics in the United States 👇Read the full article here: science.sciencemag.org/conte…
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Prof @axel_gandy on @BBCRadio4 this morning speaking about the latest report on the new #SARSCoV2 variant of concern in England 📻bbc.co.uk/sounds/play/m000qn… (from 48:15) @imperialcollege
UPDATE #COVID19 new variant VOC202012/01 in England ➡️VOC growing rapidly ➡️Transmission advantage for VOC of 0.4 to 0.7 difference in reproduction number compared to non-VOC variant ➡️VOC affecting a greater proportion of under 20s 👉Report imperial.ac.uk/mrc-global-in…
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UPDATE: #COVID19 in US ➡️63.4% of COVID-19 cases from adults (20-49) ➡️1.2% of COVID-19 cases from children (0-9) ➡️Reproduction nr >1 for adults aged (35-49) ➡️Target interventions at adults (20-49) can facilitate safe reopening of schools 👇Report: imperial.ac.uk/mrc-global-in…
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#OnThisDay 1856: Physicist J. J. Thomson was born. He is credited with the discovery and identification of the electron
#OnThisDay 1900: Mathematician Mary Cartwright was born. She was one of the first mathematicians to study what would later be known as chaos theory
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This is the post @timnitGebru wrote 3 years ago. Now in 3 years many things have changed. This is because she didn’t just observe but took actions! She spent so much time and effort leading this initiative and made the community more inclusive facebook.com/207998/posts/10…
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Very pleased to be in this top 10! nature.com/articles/d41586-0…
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According to @YouGov, in the 2017 General Election turnout was lowest among 18–19 year olds, with 57% voting. 20–24 year olds had the second lowest turnout (59%). Your vote matters. Find out how to vote on Thursday: gov.uk/voting-in-the-uk?utm_…
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StatML CDT retweeted
Just written a blog post on my latest research on the value of prioritising under lower uncertainty via experimentation & measurement, which I presented in ICDM'19. Work done with @b_p_chamberlain, ongoing @StatMLIO. Blog: link.medium.com/PmlDZxLgj2 Paper: arxiv.org/pdf/1909.03457.pdf
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