An instance of human swarm optimization where teams developed ML algorithms in trackml Kaggle challenge for LHC particle track reconstruction. From David Rousseau David Rousseau's talk last week at Machine Learning and Physics Seminar Series at Department of Physics at University of Oxford

Vancouver #neurips2019 ! Will be presenting the final conclusion of our #trackml #kaggle and #codalab challenges at CiML workshop Friday.

Look ! Our #trackml #kaggle challenge paper in #NeurIPS2019 (no 2018!) Competition book, for real ! Andreas Salzburger jean-roch David Rousseau Greysab #hepml

trackml dataset used for quantum graph neural network with CERN openlab gluoNNet by Cenk Tüysüz

Sad but inevitable. At least not cancelled. Virtual talks for sure. Virtual round table? Virtual poster session ?

#trackml challenge talk accepted at ICHEP2024 ! That’s the final final one ! Now conf will either be remote end July or postponed to Jan/Feb 2021. #kaggle #codalab.

Our talk on analysing #hep data with random matrices in LightOn Optical Processor Unit accepted at ICHEP2024 conference ! (Remote in July or Prague beg 2021)#hepml Laurent Daudet Igor Carron

Several talks using #trackml #kaggle challenge, in particular by Kiehn Basara Tuysuz Choma.

.Andreas Salzburger gives tomorrow the conclusion talk on #trackml challenge (#kaggle and #codalab ) at #ichep2020 the major (virtual) physics conference ichep2020.org . One more paper to release and now many spin offs...

JFPuget 🇺🇦🇨🇦🇬🇱 Gael Varoquaux 🦋 Jaffray Woodriff I concur, for our #TrackML #kaggle challenge we've asked all competitors to submit documented code. A dozen did. We got a basket loads of new (to our community) ideas from the top 20. Top 1 was unpractical. We even noticed that #100 was doing very well for a tiny sub-problem.

Just out! With Andrey Ustyuzhanin we've summed up our experience organising scientific challenges/competition on Kaggle #codalab and more. With sections on #HiggsML flavour of physics, trackml , #lhco2020, challenge organisation tips, and open datasets arxiv.org/abs/2012.08520

This is #ACTS, the standalone track simulation and reconstruction framework on which the #kaggle and #codalab #trackml challenge was based. Great to see the foundation paper released !

Will deal both about ML for physics and physics for ML. Amazing plenary speakers. Plus contributed posters and short talks, deadline 27th August. #hepml

With a special Far-Universe hackathon to prototype a hopefully #neurips 2024 competition. A #higgsml competition on steroids, where participant need to handle uncertainties on the inputs and output: the expected answer is a confidence interval ! #hepml

... with experience from #higgsml and #trackml competitions ! #hepml

10 years ago #OTD, Bing Xu and Tianqi Chen quietly announced the birth of XGBoost on the Kaggle #higgsml competition forum. Since then, XGBoost has skyrocketed in popularity to become the top ML go-to tool! 1/4

.Bruce Denby is the author of the very first paper on AI and Particle Physics back in 1988, when he was a post-doc in Orsay ( IJCLab @cnrs_in2p3) working in the CERN LEP DELPHI experiment. He was almost fired for this! #HEPML Tommaso Dorigo Kyle Cranmer Gregor Kasieczka

AI and physics is not a solved problem ! Check out the #NeuriPS 2024 Fair Universe HIggsML Uncertainty challenge to develop AI algorithms measuring the physics properties of elementary particles with imperfect simulators, with controlled uncertainties. fair-universe.lbl.gov