trackml @trackmllhc

Official account of the #TrackML particle tracking challenge. First phase completed on #Kaggle. Second phase just completed on #Codalab. #hepml sites.google.com/site/trackmlpa… Joined March 2018

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David Rousseau @dhpmrou

11 months ago

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

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David Rousseau @dhpmrou

11 months ago

.@brucedenby 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 @dorigo @KyleCranmer @GregorKasieczka

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David Rousseau @dhpmrou

a year ago

10 years ago #OTD, @bingxu_ and @tqchenml quietly announced the birth of @XGBoostProject on the @kaggle #higgsml competition forum. Since then, XGBoost has skyrocketed in popularity to become the top ML go-to tool! 1/4

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trackml @trackmllhc

2 years ago

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

David Rousseau @dhpmrou

2 years ago

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

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trackml @trackmllhc

2 years ago

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

David Rousseau @dhpmrou

2 years ago

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David Rousseau @dhpmrou

4 years ago

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

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trackml @trackmllhc

4 years ago

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 !

Andreas Salzburger @SaltyBurger

4 years ago

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 !

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David Rousseau @dhpmrou

5 years ago

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

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David Rousseau @dhpmrou

5 years ago

@JFPuget @GaelVaroquaux @JaffrayW 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.

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trackml @trackmllhc

5 years ago

.@SaltyBurger 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...

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trackml @trackmllhc

6 years ago

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

David Rousseau @dhpmrou

6 years ago

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

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David Rousseau @dhpmrou

6 years ago

Our talk on analysing #hep data with random matrices in @LightOnIO Optical Processor Unit accepted at @ichep2020 conference ! (Remote in July or Prague beg 2021)#hepml @Laurent_Daudet @IgorCarron

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trackml @trackmllhc

6 years ago

#trackml challenge talk accepted at @ichep2020 ! That’s the final final one ! Now conf will either be remote end July or postponed to Jan/Feb 2021. #kaggle #codalab.

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trackml @trackmllhc

6 years ago

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

David Rousseau @dhpmrou

6 years ago

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

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jean-roch @vlimant

6 years ago

@trackmllhc dataset used for quantum graph neural network with @CERNopenlab @gluoNNet by @cenk_tuysuz

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trackml @trackmllhc

6 years ago

Look ! Our #trackml #kaggle challenge paper in #NeurIPS2019 (no 2018!) Competition book, for real ! @SaltyBurger @vlimant @dhpmrou @AMROUCHEsabrina #hepml

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David Rousseau @dhpmrou

6 years ago

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

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Atılım Güneş Baydin ✈️ NeurIPS @atilimgunes

6 years ago

An instance of human swarm optimization where teams developed ML algorithms in @trackmllhc @kaggle challenge for LHC particle track reconstruction. From @dhpmrou David Rousseau's talk last week at Machine Learning and Physics Seminar Series at @OxfordPhysics