Our recent result: algorithm guaranteed (provably) to find the best possible one-layer (linear) classifier in polynomial time. Novel approach to 'symbolic machine learning': using symbolic AI to solve ML problems exactly github.com/XiHegrt/E01Loss antonio vergari 💥 hiring PhD students & postdoc💥 Paul Wilson George Morgan

Category theory for causal machine learning: We describe the 1st algorithm for causal inference in general causal string diagram models (with unmeasured confounders), computing a string diagram for any identifiable causal effect. arxiv.org/html/2403.0958… George Morgan Paul Wilson

I'm too old for transcontinental travel. Arrived back with jetlag, back pain and now a cold.

New work from Max A. Little @[email protected]: arxiv.org/abs/2403.09580

You know you are tired when your student catches you sleeping at your desk ...

UK school food in 2024: bbc.co.uk/news/uk-englan…

MRC Board and Panel Associates Scheme: ukri.org/what-we-do/dev…

Dear god oxford rail station toilets are a disgrace

theguardian.com/science/2024/m…

More money for Canary Wharf????

CityVsManU ... parking the bus.

This needs more views

Are you a Genomics England data user? Want to shape how the Research Network Community in Bioinformatics and Machine Learning works? Complete this survey to tell us what activities you would like see us develop: forms.gle/PL3JNJYnVFycQe…

This is so brilliant

Only 7 days to go until registration closes for the Health Data Research UK (HDR UK)-Hardian Health workshop, it should be excellent but don't take my word for it, see what participants from last years online workshop said: hdruk.ac.uk/events/hdr-uk-…

Srsly does no one remember Red Dwarf?

Maybe its just me but there something not right about a research funder giving money for an academic to evaluate an AI tech when they are also working as a senior person for the company that makes produces that tech. Hmm.

And we're back! Now taking EOIs for the next Health Data Research UK (HDR UK)-Roche hackathon in April 2024! Want to try using some machine learning to model the effects of protein mutations? Come register your interest. Internships at Roche on offer for participants (forms.office.com/e/WWGgn9WKpe)

Please don’t make me wear sub fusc …

Showtime! Kicking off another year of Health Data Research UK (HDR UK)-The Alan Turing Institute Wellcome PhD programme interviews. This year I won't have to chair! Woohoo!