Guillaume Dalle Profile
Guillaume Dalle

@giomdal

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PhD in machine learning & optimization, now postdoc at EPFL. Julia language enthusiast. Amateur songwriter (aka PianoHamster). OCD survivor.

Paris, France
Joined March 2021
Don't wanna be here? Send us removal request.
@giomdal
Guillaume Dalle
11 months
Super excited to announce my first ever published paper, because it has all my favorite stuff in it: ugly equations, clever ideas, large graphs, open source code... and industrial applications with a real impact! Wanna know more? Buckle up! (1/9)
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@giomdal
Guillaume Dalle
2 years
Our latest preprint is out 🎉 You like machine learning? You enjoy combinatorial optimization? You're gonna love machine learning with combinatorial optimization layers! (1/n)
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@giomdal
Guillaume Dalle
5 months
Today I gave a tutorial about one of my favorite subjects, automatic differentiation. Cause everyone wants to do deep learning but no one wants to get down and dirty computing gradients. Unless maybe you do?
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@giomdal
Guillaume Dalle
3 years
Conference abstract submitted two whole hours before the deadline! I'm a bit lost, what am I supposed to do with all this free time 😱? Any advice @AcademicChatter @OpenAcademics @PhDVoice ?
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@giomdal
Guillaume Dalle
8 months
Even if I didn’t know the first thing about machine learning, I’d still go to @mmbronstein ’s talks just to look at the slides
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@giomdal
Guillaume Dalle
2 years
@tom_wilks Awesome! I have a YouTube channel where I put song covers kinda like this one, would you want to collaborate and record it? See for instance
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@giomdal
Guillaume Dalle
2 years
Exciting career announcement: I was invited by Prof @AlanEdelmanMIT to visit his lab at @MIT_CSAIL this fall! I'm very grateful for this opportunity to work on the @JuliaLanguage ecosystem with some of the smartest people I know 😍
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@giomdal
Guillaume Dalle
2 years
Just started a postdoc at @EPFL_en , where I will investigate #ML on #graphs . Many thanks to Patrick Thiran, @KrzakalaF and @zdeborova for having me here! Are any of you Twitter folks in the area?
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@giomdal
Guillaume Dalle
5 months
Wanna learn how to program this stuff, and discover type systems as you do so? Check out the Pokémon-themed homework I made while teaching @JuliaLanguage at MIT!
@matthen2
Matt Henderson
2 years
give each pixel a random Pokemon type, and then battle pixels against their neighbors, updating each pixel with the winning type (using the Pokemon type chart) we quickly see areas of fire > water > grass > fire, electric sweeping over, ground frontiers taking over etc etc
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@giomdal
Guillaume Dalle
1 year
Gotta love how easy it is to code in @JuliaLanguage ! This is my favorite example to demonstrate multiple dispatch 😍
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@gabrielpeyre
Gabriel Peyré
1 year
Dual number is a convenient way to implement forward mode of automatic differentiation.
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@giomdal
Guillaume Dalle
11 months
After tireless efforts by the reviewing committee, the program for @JuliaConOrg Local Eindhoven is finally online! The finest Julia talks, delivered right at your European doorstep 😍
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@giomdal
Guillaume Dalle
5 months
Machine Learning folks: what are some typical applications where you would love to compute a Jacobian or Hessian (e.g. to solve linear systems) but it is too expensive in high dimension? Bonus points if the matrix is sparse!
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@giomdal
Guillaume Dalle
5 months
Yes we are using @JuliaLanguage in #MachineLearning ! The coolest application I know is putting funky layers inside your neural networks, typically our world-class solvers for differential equations () and optimization ().
@miniapeur
Mathieu Alain
5 months
Julia in machine learning. Are people doing this?
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@giomdal
Guillaume Dalle
6 months
But then again, wasn't *every* insight tweeted by @gabrielpeyre at some point?
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@giomdal
Guillaume Dalle
1 year
My favorite academic activity: pier review
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@giomdal
Guillaume Dalle
1 year
Me: [sitting at a Paris cafe with Alan Edelman] The guy at the next table: Sorry to bother you, I heard you two mention @JuliaLanguage , are you somehow involved in open source software? Me: So, actually…
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@giomdal
Guillaume Dalle
1 year
Hey #AcademicTwitter , check out my new and improved trove of resources for PhD students and researchers! Feel free to share the link and contribute: what would you add? @AcademicChatter @PhDVoice @PhD_Genie @Academia_carnet @ZJAyres @helenahhartmann
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@giomdal
Guillaume Dalle
1 year
@icmlconf be like: don’t worry about our climate impact. We made hundreds of researchers fly to Hawaii, but that’s okay because we (maybe) planted [checks notes] 36 trees. Green machine learning research still has a loooong way to go.
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@giomdal
Guillaume Dalle
3 years
Watching a remote scientific conference for three hours straight without being tempted to nap. @OpenAcademics @PhDVoice @AcademicChatter
@espn
ESPN
3 years
Name something that 𝙞𝙨𝙣'𝙩 an Olympic sport, but 𝙛𝙚𝙚𝙡𝙨 like an Olympic sport 🤔
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@giomdal
Guillaume Dalle
6 months
Hidden Markov Models are a fundamental tool in statistics, whose applications go from bioinformatics to speech recognition. Sure, ChatGPT is fancy, but my latest work is some good old machine learning from the days of yore. Wanna know more? Dive in! (1/n)
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@giomdal
Guillaume Dalle
3 years
Matlab is Julia without open source contributors 🤷
@vzverovich
🤍❤️🤍 🇺🇦 vic𓂿or
3 years
@lefticus Julia is Matlab without users
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@giomdal
Guillaume Dalle
6 months
If you want to start learning @JuliaLanguage , take a look at our blog!
@cameron_pfiffer
Even Better Cameron Pfiffer 📎
6 months
Easily the best written, well organized set of documents of building stuff in @JuliaLanguage . Their package writing section is great
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@giomdal
Guillaume Dalle
3 years
@PhDVoice Not much advice here but I've put together a list of useful resources for their PhD at , feel free to spread the word or even contribute!
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@giomdal
Guillaume Dalle
3 years
Hello Twitter ! Pour donner un coup de pouce à mes camarades de #doctorat , j'ai commencé à rassembler ici quelques ressources utiles pour démarrer sereinement la #recherche 🔬 Avis ? Suggestions ? Propositions ? @BienDansMaThese
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@giomdal
Guillaume Dalle
3 years
Here's to the one and only love of my life... my #bibliography manager @zotero 📚 If you're a researcher and you don't use it yet, trust me: you will. Thanks to @ThibautRobine for the violin track 💙
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@giomdal
Guillaume Dalle
2 years
In case you missed it, here's the video of my @JuliaConOrg talk on implicit differentiation. TLDR: if you can dream it, you can differentiate it! And of course, there's a @JuliaLanguage package too:
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@giomdal
Guillaume Dalle
3 years
I just updated my PhD Resources website, come check it out! Very proud of the tutorials section, where well-known crowd-pleasers such as #LaTeX and #Python rub shoulders with up-and-comers like #Zotero and #JuliaLang 😍 @OpenAcademics #AcademicTwitter
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@giomdal
Guillaume Dalle
3 years
@omarsar0 Machine Learning: A probabilistic perspective by Kevin P. Murphy. Can't wait to read the sequels at 👀
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@giomdal
Guillaume Dalle
1 year
Exciting stuff happening in #JuliaLang world! A monthly newsletter has emerged thanks to @StefanKrastanov , keeping us updated on current projects and discussions 😍 It's like we always say: come for the speed, stay for the community (and also the speed).
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@giomdal
Guillaume Dalle
3 months
Do you want to get started with automatic differentiation in Julia? If so, @adr_hill and I gave a beginner-friendly tutorial at @JuliaConOrg last week. Check it out and tell us what you think!
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@giomdal
Guillaume Dalle
3 years
On Twitter, a lot of amazing people are speaking up about #MentalHealth in academia: @ZJAyres , @OpenAcademics , @BienDansMaThese and many others. So I thought I'd join them, in my own way... with a song 🎶 Hope you like it! #AcademicChatter #AcademicTwitter
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@giomdal
Guillaume Dalle
11 months
Me during my PhD: let's write some code to predict train failures from condition-monitoring data. A random stranger today: btw I'm using your package to analyze swimming behavior in zebrafish. Gotta love open source development.
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@giomdal
Guillaume Dalle
11 months
Dear Santa, I've been very nice this year. And for Christmas, I wish people would stop sharing links to Arxiv PDFs, and start sharing links to abstracts instead. Thank you Santa.
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@giomdal
Guillaume Dalle
1 year
Just in time for our introductory seminar at @EPFL ! What's different about this version of #JuliaLang ? Simply put, it solves the number 1 gripe of every beginner: time to first plot ⏱️ I'm not saying Python should watch its back. But I'm not not saying it 😈
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@giomdal
Guillaume Dalle
4 months
Dernière création musicale, dans la lignée de mes héros @Les_Goguettes . Quand la politique dépasse même @le_gorafi , il ne nous reste plus que la chanson. Version complète sur YouTube... des idées pour une prochaine reprise ?
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@giomdal
Guillaume Dalle
3 years
You know me, when there's a piece of software I like, I usually write a song about it! After @zotero , now it's time for @JuliaLanguage 💻 Angry Python reacts only... @JuliaComputing @OfficialLoganK @miguelraz_ @DavidPSanders
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@giomdal
Guillaume Dalle
2 years
After months of procrastinating the final edits, I am pround to announce that my PhD dissertation is finally online: 🥳 If you're interested in #MachineLearning , #OperationsResearch or #Railways , feel free to take a look and reach out!
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@giomdal
Guillaume Dalle
10 months
Great keynote at @LogConference yesterday with @RelBench !
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@LogConference
Learning on Graphs Conference 2024
10 months
Thank you @jure for an inspiring keynote and for engaging with all the questions from the community! Its exciting to hear about a new field being born ** Relational Deep Learning ** RelBench:
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@giomdal
Guillaume Dalle
3 years
@wahajmb @thephdstory @PhDForum @WriteThatPhD @PhDVoice I cannot stress enough how the choice of mentor and lab changes everything. Don't choose the subject, choose the workplace and the people. If you choose right, as I luckily did, then you're good to go. Starting my third year and I'm having a really good time despite the hardships
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@giomdal
Guillaume Dalle
1 year
In Paris this week, giving two tutorials at the #JuliaLang and optimization days! Time to reunite with old nerd friends and make new ones 🤓 (where is the multiple dispatch emoji on this thing?)
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@giomdal
Guillaume Dalle
2 years
@PhD_Genie I’m a mathematics researcher, so everyone thinks I’m good at mental calculations. I guess their mental picture of math labs is a bunch of nerds in a cave challenging each other to perform long multiplications in record time 😅
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@giomdal
Guillaume Dalle
3 years
Hey #AcademicTwitter ! Currently preparing a math course for the fall semester, and I'm wondering how to make it more accessible to students with #mentalhealth or #disability issues. What is my margin of action as a TA? Any advice is welcome!
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@giomdal
Guillaume Dalle
3 years
Ma dernière chanson parle d'un endroit merveilleux, plein d'humanité et de bienveillance, qui a contribué à la santé mentale et au bien-être de centaines d'étudiant·es en #doctorat . Venez ! #AcademicMentalHealth #AcademicTwitter
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@giomdal
Guillaume Dalle
2 years
To make things easier for you, we've developed a @JuliaLanguage package called InferOpt.jl, which turns any combinatorial optimization algorithm into a layer compatible with automatic differentiation. You can try it out here: (3/n)
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@giomdal
Guillaume Dalle
3 years
Starting my first full week without working from home since the pandemic began. My biggest worry: coping with the loss of my (AD-induced?) daily nap 😅 Friends from #AcademicTwitter , how did you manage the transition? @OpenAcademics @AcademicChatter @PhDVoice
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@giomdal
Guillaume Dalle
3 years
@helenahhartmann Might I humbly suggest ?
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@giomdal
Guillaume Dalle
3 months
@stylewarning People are just used to older languages, and if those work well enough there’s no incentive to change. For standard deep learning, Python remains your safest bet. For more general scientific computing, @SciML_Org and @JuMPjl will rock your world if you give them a try.
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@giomdal
Guillaume Dalle
3 months
I finally gave up on getting English speakers to pronounce my name correctly
@KwatMDPhD
Kwat Medetgul-Ernar 🧬
3 months
“Bill” is presenting this bad ass project @giomdal 🔥 @JuliaConOrg
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@giomdal
Guillaume Dalle
1 year
Heading to Berlin tomorrow to present our latest research on #optimization and #deeplearning . Excited to finally meet the names from my thesis bibliography! Plus I got a fancy talk title 😎 Thanks @matbesancon for the invite 🙏
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@giomdal
Guillaume Dalle
4 months
French politics is too depressing right now, so let's talk about the pinnacle of computer science. Since 2007, the @sigbovik conference has proudly featured the most absurd, useless, extravagant and otherwise deranged papers in any scientific field I'm aware of. (1/n)
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@giomdal
Guillaume Dalle
2 years
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@giomdal
Guillaume Dalle
3 months
Live from the first JuliaCon keynote at Eindhoven football stadium: “We’re currently solving our time-to-first-grass problem…” @heardatjuliacon
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@giomdal
Guillaume Dalle
3 years
Petite chanson en hommage à mes camarades plongé·es dans la rédaction de leur thèse. Ce n'est pas une période facile, mais vous allez vous en sortir 💪
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@giomdal
Guillaume Dalle
3 years
@ZJAyres Hi there! Guillaume here, I study maths at a 🇫🇷 university and I'm the PhD student representative there. The Covid crisis and my own personal issues got me increasingly worried about the mental health of my peers and my students, so I try to help them however I can 😊
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@giomdal
Guillaume Dalle
3 years
Un point de vue assez personnel sur la #g éologie🪨 Si vous aussi vous voulez que je me penche sur votre discipline de #recherche , suggérez-moi un titre dans les commentaires ! PS : on m'a conseillé de tagger @Sciencecomptoir , advienne que pourra...
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@giomdal
Guillaume Dalle
3 years
@AcademicChatter My go-to advice these days: disconnect and relax/sleep whenever you need to. You being exhausted or stressed helps no one, not even your work. As for me, well, I wouldn't mind a more boring spring semester 😅
@martinalejandro
Martin Alejandro
3 years
- What a decade huh? - Captain, it's 2022
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@giomdal
Guillaume Dalle
3 months
Guest keynote involving Boeing at @JuliaConOrg . The speaker asks “What’s the one thing that drives better safety?”. Someone from the audience confidently answers “Accidents!”.
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@giomdal
Guillaume Dalle
3 years
@ZJAyres Hey y'all! I'm a math PhD student working on railway optimization, but the thing that brings me joy is music. I started writing (hopefully) funny song covers during lockdown, and it really helped me cope with all the stress. Here's a snippet of my latest project 🎶
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@giomdal
Guillaume Dalle
3 years
My last song is for the kind of thesis advisors who think all it takes to mentor someone is to check in on them twice a year and sign their papers without reading them. Yes, you in the back, I see you 👀 #AcademicTwitter #phdchat
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@giomdal
Guillaume Dalle
7 months
To all the @ProjectJupyter notebook fanatics out there, ever heard about @PlutoJL ? Maybe it's time for a change! The #JuliaLang community welcomes you with open arms... and dubious songs 🎶
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@giomdal
Guillaume Dalle
1 year
Saw my psychiatrist today, and it seems I no longer need my trusted antidepressants to be healthy! Of course my therapy will continue (as it should… for everyone?), but today I’m celebrating: Guillaume 1 - #OCD 0
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@giomdal
Guillaume Dalle
3 months
@OtmaniAbdelkad2 Dans la même veine : "Bardella", sur l'air de "L'Aziza"
@giomdal
Guillaume Dalle
4 months
Dernière création musicale, dans la lignée de mes héros @Les_Goguettes . Quand la politique dépasse même @le_gorafi , il ne nous reste plus que la chanson. Version complète sur YouTube... des idées pour une prochaine reprise ?
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@giomdal
Guillaume Dalle
1 year
@JuliaConOrg in Boston: boring, mainstream, required a transatlantic flight 😴 JuliaCon Local in Eindhoven: exciting, hipstery, reachable by train from all over Europe 😍 #JuliaLang friends, submit your talks before November 1st to make it a success! ⏳
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@giomdal
Guillaume Dalle
2 years
It's official: my #PhD thesis has been approved by reviewers, and I'm going to defend it on Friday Dec. 16th at @EcoledesPonts 🥳 Thanks @YohannDCstr and @ParmentierAxel1 for getting me this far! If you want to attend, either in person or remotely, shoot me a DM 📨
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@giomdal
Guillaume Dalle
1 year
Bonne nouvelle du jour : j'ai reçu le prix de thèse maths-entreprises 2023 de l'AMIES ! Merci à @YohannDCstr et @ParmentierAxel1 pour leur encadrement, et à @GroupeSNCF pour cette première collaboration, que j'espère poursuivre. Les maths du ferroviaire ont encore un bel avenir !
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@giomdal
Guillaume Dalle
1 year
"I will not be taking questions, I will be taking confessions" - @miguelraz_ to @MoseGiordano after the very first live code exorcism @heardatjuliacon
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@giomdal
Guillaume Dalle
8 months
On that topic, I really enjoyed the recent NeurIPS paper challenging double descent!
@chrisalbon
Chris Albon
8 months
This is like magic.
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@giomdal
Guillaume Dalle
3 years
@OpenAcademics Hi! My non-academic self is rather fond of: 🎸 rock music from the 70's and 80's 📺 funny TV shows, superhero movies 🎪 juggling and unicycling (sometimes both) 🧀 healthy food such as French cheese and chocolat cakes 🐦 doomscrolling #AcademicTwitter ... see you there!
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@giomdal
Guillaume Dalle
3 years
@OpenAcademics Guillaume here, writing to you live from "La France" (aka the land of 🧀🥖🍷). I speak 🇫🇷, 🇩🇪 and 🇬🇧 (in chronological order), and I can blurt out some 🇪🇸 in life-or-death situations. I come from a beautiful volcanic region, for which I wrote this song
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@giomdal
Guillaume Dalle
3 years
Une petite chanson d'actualité qui parle de la représentativité des prix #Nobel . La recherche et l'université ont encore un long chemin à faire... @BienDansMaThese @Vies_de_these @UnivOuverte Merci au @ScienceComedySh pour l'idée !
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@giomdal
Guillaume Dalle
3 years
@thoughtsofaphd @AcademicChatter I keep most of the good stuff here!
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@giomdal
Guillaume Dalle
2 years
This was me 2 years ago. When the first Covid wave hit, my mental health went down the drain, and seeking professional help was essential to my recovery. So, to #BreakTheStigma , here's a little 🧵about #OCD . #MentalHealthAwarenessMonth #MentalHealthAwarenessWeek (1/n)
@dinosaurcouch
dinosaur
2 years
half full / half empty
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@giomdal
Guillaume Dalle
3 months
Live from the @JuliaConOrg keynote: the most cursed VJP notation I’ve ever seen. @oxinabox_frames I officially submit this to your cursedness contest.
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@giomdal
Guillaume Dalle
2 years
I once got a job because of a love song I wrote for a programming language. Of course it was @JuliaLanguage , what did you expect?
@_brilliantbeeh
A Cozy Libra Texas Holdin 'Em 🤠
2 years
What's the nerdiest thing about you? This is a safe nerdy space. 😊
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@giomdal
Guillaume Dalle
8 months
Surprisingly heartwarming to read “I had fun” at the end of a math paper. I also happen to think the math is better that way.
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@jaschasd
Jascha Sohl-Dickstein
8 months
Have you ever done a dense grid search over neural network hyperparameters? Like a *really dense* grid search? It looks like this (!!). Blueish colors correspond to hyperparameters for which training converges, redish colors to hyperparameters for which training diverges.
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@giomdal
Guillaume Dalle
3 years
Career goal unlocked: I made the front page of the @JuliaComputing newsletter... with a song! Guess there is more than one way to contribute to #opensource 🤷
@JuliaHub_Inc
JuliaHub
3 years
Julia Computing Newsletter January 2022: Get everything you need to know about Julia including the latest news, updates and blogs from across the globe. #julialang #Newsletter
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@giomdal
Guillaume Dalle
3 years
Je pensais que mon heure de gloire était passée, mais tel Johnny je fais un comeback 🤣
"Et dans tout les revuuuuuuuuues, je veux qu'on parle de moi. Que mes papiers soient connus, qu'on les cite à tout-va, même sans les avoir lus" 🎶
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@giomdal
Guillaume Dalle
1 year
Okay that's it, I'm declaring a six-month ban on new graph packages in the @JuliaLanguage . Enough is enough. I love the community but you people are goddamn exhausting 😂
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@giomdal
Guillaume Dalle
3 years
@OpenAcademics 1⃣ nerdy teddy bear 2⃣ AI for railways 3⃣ (see below for my main mathematical result)
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@giomdal
Guillaume Dalle
3 years
Petit rappel avant les #Manifs14aout : le #PasseSanitaire , et plus spécifiquement le #vaccin , c'est notre seule option pour une rentrée à peu près normale. Je sais pas vous, mais moi j'ai bien envie de revoir mes élèves en amphi et mes collègues au bureau.
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@giomdal
Guillaume Dalle
1 year
“There wasn't a point in the development where I thought "I can't do this". It just worked because Julia is a great tool for getting thoughts out of your head into the computer.”
@cameron_pfiffer
Even Better Cameron Pfiffer 📎
1 year
New newsletter, about Julia! The gist: - We should build more stuff in Julia - Companies should use more Julia and hire more Julia devs - You should learn to write Julia Check it out here:
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@giomdal
Guillaume Dalle
1 year
Me today heading to the @LogConference meetup
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@giomdal
Guillaume Dalle
3 years
@OpenAcademics Hi people 👋 Currently working on the Flatland challenge for my PhD! The goal is to manage railway traffic in real time and maximize punctuality... in spite of random train failures 🚂☠ Believe it or not, there are maths involved 🤯
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@giomdal
Guillaume Dalle
2 years
Just received a negative answer for a postdoc application I submitted on December 16th, 2021. That's it. That's the tweet. #AcademicTwitter #AcademicChatter
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@giomdal
Guillaume Dalle
1 year
@AugustusPendle1 I’ve stopped being annoying about LaTeX, these days I’m advertising @typstapp instead like the cool kids do
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@giomdal
Guillaume Dalle
1 year
@ThePhDPlace Choose your topic before your supervisor. And actually, don't choose your supervisor at all, just pick randomly. All supervisors are good and kind people, right? Right?
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@giomdal
Guillaume Dalle
1 year
@ThePhDPlace
The PhD Place
1 year
It’s your colleagues first day starting a PhD. What piece of advice are you giving them?
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@giomdal
Guillaume Dalle
1 year
@ThePhDPlace Pheeling desperate
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@giomdal
Guillaume Dalle
2 years
Ever heard a pop song about complexity theory? Me neither, so I wrote one! Heavily inspired by my PhD advisor's favorite word 😉 To all the computer scientists and mathematicians out there: I take song requests 🎶 What would you like to hear next?
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@giomdal
Guillaume Dalle
3 months
Thanks to @cameron_pfiffer it seems my official superhero name is now “Captain Gradient”. I will wear the suit with pride.
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