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Julyan Arbel Profile
Julyan Arbel

@JulyanArbel

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On a quest to make AI safe with Bayes. Researcher @inria_grenoble . Prev: @Polytechnique @ENSAEParis @InseeFr @Paris_Dauphine @CollegioCA @Unibocconi

Grenoble, France
Joined March 2010
Don't wanna be here? Send us removal request.
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@JulyanArbel
Julyan Arbel
5 months
Everyone has their quirks 🤷‍♂️ With Olivier Marchal, we love finding optimal sub-Gaussian variance proxies 📈 After beta, Dirichlet, and others, it's time for truncated Gaussian & exponential distributions 😄 Fun fact: formulas are in closed form.
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@JulyanArbel
Julyan Arbel
9 months
It's always a pleasure to review ML conference papers!
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@JulyanArbel
Julyan Arbel
9 months
It's always a pleasure to review stat journal papers, too!
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@JulyanArbel
Julyan Arbel
2 years
Bayesian neural networks will never be the same! Congrats Doctor Masha! @iamvladimirova Thanks to an amazing jury @RousseauJudith @EmtiyazKhan @egaussier @pamattei @JakobVerbeek
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@JulyanArbel
Julyan Arbel
2 years
Seek & Find: Will you spot the 3 errors hidden in this algorithm? Published paper, true story. Apart from that algorithm, I liked the paper :-)
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@JulyanArbel
Julyan Arbel
9 months
I wish it was a typo. It continues like this 👇 From which it is obvious that E(u) = ∞
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@JulyanArbel
Julyan Arbel
4 years
Well equipped to start with basic teaching at home! #COVID19 #bayes #neuralnetworks
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@JulyanArbel
Julyan Arbel
3 years
✨ Excited and humbled to join the @ISBA_events Board in 2022 for a 3-year term! Looking forward to discussing about the place of Bayes in the society with fantastic colleagues!
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@JulyanArbel
Julyan Arbel
5 years
Math & AI one-day workshop in Paris on March 9 with an incredible set of speakers @BachFrancis @IgorCarron @Aurelie_JEAN @StephaneMallat @ylecun Michael Jordan, Kathryn Hess. @Inria @CNRS @StatFr @AMIES_Math @SocMathFr
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@JulyanArbel
Julyan Arbel
3 years
Super excited to be part of the 🇯🇵🇫🇷 @BayesDuality project with @EmtiyazKhan @PierreAlquier @rioyokota Kennichi Bannai @tmoellenhoff @ShhhPeaceful 🤩 👉 👉 @BayesDuality for news on 🇯🇵🇫🇷 positions for next 5yrs funded by @AgenceRecherche @JST_Kisokenkyu
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@EmtiyazKhan
Emtiyaz Khan
3 years
I am pleased to announce that our proposal on the Bayes-duality project has received (approx) $2.76 million through JST-ANR's CREST, to develop AI systems that learn adaptively, robustly, and continuously, like humans. Follow @BayesDuality 1/6
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@JulyanArbel
Julyan Arbel
5 years
I've defended the French HDR habilitation yesterday @inria_grenoble on Bayesian statistical learning and applications, more details on Statisfaction
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@JulyanArbel
Julyan Arbel
2 years
A lot about @PierreAlquier 's Theorems today for student's seminar closing our Bayesian ML course at MVA master @ENS_ParisSaclay w/ Rémi Bardenet!
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@JulyanArbel
Julyan Arbel
4 years
Don't miss Michael Jordan talk opening the Symposium on Advances in Approximate Bayesian Inference @aabi_org on Wedn, 5pm GMT. Registration: Papers:
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@JulyanArbel
Julyan Arbel
5 years
Congrats Masha Vladimirova for the best poster award at #BNP12 Oxford about Understanding priors in Bayesian neural networks at the unit level #proudadvisor #DeepLearning @PabloMesejo @icmlconf
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@JulyanArbel
Julyan Arbel
4 years
I wish I am still a student: most possible awesome Winter School about Bayes in October: - in-person 🤞 - top place: CIRM, Calanques 🚣 - top theme - top speakers, incl Eric Moulines @RousseauJudith @FForbes70 @awllee @RemiBardenet Application:
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@JulyanArbel
Julyan Arbel
1 year
Are you teaching Bayes? Don't miss this webinar organized by @ISBA_events Bayesian Education Research and Practice section on June 8, 11am EDT. By the authors of major bayesbooks: @albertbayes Jim Albert, Jennifer Hill, and Peter Hoff. Registration:
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@JulyanArbel
Julyan Arbel
4 years
How to prove that x→log(x) is convex? By convexity of x→x (it is linear) and the property in green 👇 from Xia et al. Listwise approach to learning to rank: theory and algorithm. ICML '08. Cited 500+
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@JulyanArbel
Julyan Arbel
3 years
I had to update my resume recently for a grant application... I almost forgot my last year's major achievement -- though I didn't contribute much to this project admittedly 👶
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@JulyanArbel
Julyan Arbel
4 years
I'm glad to announce we will live stream ABC in Gre[e]noble ⛷️19-20 March, for a greener workshop! - Write Christian Robert if willing to organize a mirror workshop. - Youtube live as well on website
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@JulyanArbel
Julyan Arbel
2 years
Great visit to Venice with the best guide ever / most Venician Bayesian @brownshow_
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@JulyanArbel
Julyan Arbel
5 years
#ICML2019 paper shows that independent Gaussian priors on deep neural net weights induce heavy-tail prior on the units/neurons: the deeper, the heavier. With @PabloMesejo Mariia Vladimirova Jakob Verbeek @icmlconf @inria_grenoble #DeepLearning
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@JulyanArbel
Julyan Arbel
3 years
From sea 🌊 to amphi in half an hour. End-to-end Bayes Winter School at awesome @_CIRM just started 🚀
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@JulyanArbel
Julyan Arbel
4 years
Check out @PierreAlquier introduction to Approximate Bayesian Inference for a special issue on ABI in Entropy journal. Thanks for handling this. Submission deadline: 28 Feb 2021. Website: Pierre’s editorial intro:
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@JulyanArbel
Julyan Arbel
3 years
Math & IA conference on March 9 w/ @ylecun @BachFrancis @Aurelie_JEAN S. Mallat @IgorCarron M. Jordan, K. Hess & E. Candès! Talks in English but round table in French 🙃 Free registration:
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@JulyanArbel
Julyan Arbel
3 years
For Christian Robert 60th B'day party, I delved into the countless roles he played (and still play) at the Bayesian society @ISBA_events . Great talks by @FForbes70 @PierreEJacob & Sylvia Fruhwirth-Schnatter.
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@JulyanArbel
Julyan Arbel
3 years
#ISBA2021 (aka Bayes World Meeting) just finished. Some thoughts & memories on the local mirror we've organized in Marseille w/ C Robert, France @_CIRM . ⬇
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@JulyanArbel
Julyan Arbel
5 years
Congrats @RousseauJudith on being awarded an ERC Advanced Grant for "General theory for Big Bayes"
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@JulyanArbel
Julyan Arbel
2 years
First time to plateau de Saclay in 15+ years... needless to say it has changed! Visit by night before tmr class at new ENS Paris-Saclay for my first in-presence post-covid class. Can’t wait 😊
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@JulyanArbel
Julyan Arbel
2 years
A dream came true: the French Stat Society @StatFr now has a Bayesian Section! Long live the group 🚀 cc @BayesFr
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@JulyanArbel
Julyan Arbel
2 years
Christian Robert, Michael Jordan, @EricMoulines , and Gareth Roberts got a huge ERC synergy grant: OCEAN: On intelligenCE And Networks​: Mathematical and Algorithmic Foundations for Multi-Agent Decision-Making
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@JulyanArbel
Julyan Arbel
2 years
ISBA 2022 World Meeting has definitely started 😊 Thanks so much @ISBA_events for being so supportive with childcare 🙏
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@JulyanArbel
Julyan Arbel
2 years
@ArnaudDoucet1 you're a wizard for making things attractive 😂
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@JulyanArbel
Julyan Arbel
1 year
Today's unexpected discovery in my office @InriaStatify : LeCam & Yang's "Asymptotics in Statistics" book since forever on the shelves was signed by Grace Yang for Laurent Schwartz (Fields medallist). May the force of asymptotic stats be with you!
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@JulyanArbel
Julyan Arbel
3 years
God bless Christian Robert for having booked CIRM in Marseille Calanques for ISBA World Meeting! Registration (CIRM): Xian' Og:
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@JulyanArbel
Julyan Arbel
3 years
End-to-end Bayes Winter School just came to an end. Picture highlights of that super successful event organised at awesome @_CIRM .
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@JulyanArbel
Julyan Arbel
2 years
#ISBA2022 Je me souviens et me souviendrai longtemps!! Many many thanks Alexandra Schmidt and all the LOC, @BotondSzabo6 and all the SC, @amyhherring and all the EC for such a great event!
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@JulyanArbel
Julyan Arbel
3 years
New preprint on Approximate Bayesian computation with surrogate posteriors w/ @FForbes70 @TresBienHien @TrungTinNGUYE10 It's been put on HAL on a #palindromday , but we're excited about it for other reasons: short thread 1/n
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@JulyanArbel
Julyan Arbel
5 years
Handbook of Mixture Analysis finally on my desk! With @KerrieMengersen , @nicolem_white , @ClairAlstonKno1 and Earl Duncan, we have a chapter on Industrial applications. Can't wait to read those by @RousseauJudith , @clarabayes , @tbmurphy , @jmm_math , @GillesCeleux , @FForbes70 et al
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@JulyanArbel
Julyan Arbel
2 years
Did you know that Dirichlet process mixtures can even be consistent for the number of clusters? Quick-footed Filippo Ascolani from @Unibocconi will explain how this works tmr at 2pm at All About That Bayes seminar. DM me for the Zoom link. Cc @j_ISBA
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@BayesFr
Bayésien en France
2 years
Séminaire All About That Bayes demain (mardi 8 novembre), 14 h, INRIA Grenoble @InriaStatify et sur Zoom. Filippo Ascolani ( @Unibocconi ) parlera de **Clustering consistency with Dirichlet process mixtures** Lien Zoom disponible sur demande.
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@JulyanArbel
Julyan Arbel
4 years
Nice interview (in French) of Xian Robert by @GillesCeleux A few things I've learned - he gained his "P" in Christian P Robert in the US - Gouriéroux advocating Bayes as inapplicable in the 80s - Berger in "Casella & Berger" stat book isn't Jim
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@JulyanArbel
Julyan Arbel
3 years
1-year postdoc position @inria_grenoble with @FForbes70 , @TresBienHien and I on Simulation-based inference for Bayesian inverse problems. Application before May 23 (yes, Sunday!)
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@JulyanArbel
Julyan Arbel
4 years
My Bayes&DL-related reading list from #icml2020 (my 1st percentile, top-10 out of... 1088) • Convergence Rates of Variational Inference in Sparse Deep Learning, Badr-Eddine Chérief-Abdellatif (CREST) ( @PierreAlquier acknowledged 👍) 1/10
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@JulyanArbel
Julyan Arbel
9 months
And no, this isn't a typo, the upper bound is used as is.
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@JulyanArbel
Julyan Arbel
8 months
Informal conference on conformal inference on Jan 18 @InHenriPoincare in Paris, with mini-courses by C. Boyer (LPSM, Paris), S. Gerchinovitz (IRT St Exupéry, Toulouse) and talks by A. Dieuleveut (CMAP, Paris) et M. Zaffran (Inria/CMAP, Paris).
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@JulyanArbel
Julyan Arbel
1 year
Congrats to @dabystrova who successfully defended her PhD on Bayesian learning of species associations 🤩 Dasha was supervised by @Wil_Thuiller from @EcologieAlpine and me at @InriaStatify . 🧵 about Dasha's many contributions to ecology, causal inference, and Bayes NP inference.
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@JulyanArbel
Julyan Arbel
4 years
I had a short break from #NeurIPS2020 this afternoon with my favourite ski/bike combo.
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@JulyanArbel
Julyan Arbel
5 years
ABC in Grenoble ⛷️, March 19-20: please spread the word by sharing this poster! pdf at: workshop site:
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@JulyanArbel
Julyan Arbel
4 years
I’ve made a new friend at this morning hike!
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@JulyanArbel
Julyan Arbel
2 years
Happy 2023! Always majestic Mont Blanc 🏔
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@JulyanArbel
Julyan Arbel
5 years
I'm joining the editorial board of Statistics & Probability Letters today. It's been an exciting year editorial-wise after joining Bayesian Analysis' and the Australian & New Zealand Journal of Statistics' boards
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@JulyanArbel
Julyan Arbel
3 years
Heading to Oaxaca Mexico for the Objective Bayes workshop. On board of this Tesla taxi I felt like an astronaut 👨‍🚀
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@JulyanArbel
Julyan Arbel
2 years
Looking for an article pdf on the web with no result, then looking for it at @UniPadova library and finding it there 📖 what a good feeling! Thanks to @tonycanale_
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@JulyanArbel
Julyan Arbel
2 years
#ISBA2022 📢 Come and join our session on priors, PAC-Bayes, and Myths & Reality in Bayesian Deep Learning today at 1.30. Feat. stellar line-up: @vincefort Kostas Pitas @andrewgwils cc @iamvladimirova
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@JulyanArbel
Julyan Arbel
11 months
Congrats to Dr Théo Moins @moins_theo on successfully defending his PhD today @inria_grenoble Prepared @InriaStatify & funded by @EDFofficiel 🧵 of his contributions
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@JulyanArbel
Julyan Arbel
2 years
#ISBA2022 keeping track of the latest ⁦ @j_ISBA ⁩ breakthroughs by F. Ascolani during a lovely morning run to Mont Royal 🗻
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@JulyanArbel
Julyan Arbel
2 years
Diffident rainbow 🌈 at the foot of gloomy clouds. @inria_grenoble
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@JulyanArbel
Julyan Arbel
4 years
Excessively exciting mixture of keynotes for this hybrid workshop on Mixtures, HMM & Clustering on 2-4 June @ Orsay Free registration:
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@JulyanArbel
Julyan Arbel
9 months
📢 Exciting news in Tiny Machine Learning! 🤖 🔍 Check out our preprint: "Efficient Neural Networks for Tiny Machine Learning: A Comprehensive Review" with @le_minhtr & Pierre Wolinski. 🧠 Dive deep into the world of TinyML 👇 🌐 Read the preprint:
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@JulyanArbel
Julyan Arbel
3 years
Excited to talk about approximate Bayesian computation with surrogate posteriors this Friday at @oxcsml . Looking forward to meeting the lab members!
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@JulyanArbel
Julyan Arbel
3 years
My best prize for technological effort among @ISBA_events videos goes to you, @tonycanale_ !! though I thought at first you would present weather forecasts 🤣
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@JulyanArbel
Julyan Arbel
1 year
Thanks Raffaele Argiento for visiting us @InriaStatify for @dabystrova 's defense. I liked the discussions, 🥐 and ☕️ shared!
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@JulyanArbel
Julyan Arbel
6 years
Register for the Bayesian workshop in Grenoble, September 6-7, it's free!
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@JulyanArbel
Julyan Arbel
4 years
arXiv paper by Joshi & Ruggeri discuss "Duality between Approximate Bayesian Methods and Prior Robustness" based on the observation: distorted likelihood × true prior ∝ true likelihood × distorted prior
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@JulyanArbel
Julyan Arbel
2 years
Bayesian Nonparametrics 13 Chile is starting today @ISBA_events I wish I could be there - or better yet, I wish it was a hybrid conference! If you're there, check out the works of our 2 lucky @InriaStatify participants Louise Alamichel & @TrungTinNguyen0
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@JulyanArbel
Julyan Arbel
3 years
Mexican blue sky and flowers.
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@JulyanArbel
Julyan Arbel
2 years
Great time at @UniPadova Stat dept, getting to know @e_aliverti (at last) @MazzucoStefano et al I talked about MCMC convergence diagnostics: and (a bit) about Bayes NN, ending up in stimulating discussions with @tonycanale_ team 👇
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@JulyanArbel
Julyan Arbel
2 years
This morning's storm was brisk and mighty! Happy I wasn't riding my bike to @inria_grenoble yet 😅 Picture by
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@JulyanArbel
Julyan Arbel
3 years
Reading Łukasz Rajkowski (University of Warsaw) PhD thesis Acknowledgements made my day 👇 Having Łukasz for a one-week visit, a talk & a 🎿 ride was a lot of fun. He will defend his PhD on Dec 20, on MAP Partition in BNP Mixture Models with applications to Clustering Problems.
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@JulyanArbel
Julyan Arbel
2 years
Bayesian neural networks will definitely never be the same! 2nd PhD committee on BNNs for me in 2 days. Great work Doctor John Mitro on BNNs for Out of Distribution Detection, supervised at @ucddublin by @BrianMacNamee . @Deepak_UCD
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@JulyanArbel
Julyan Arbel
3 years
On my way for my 5th @ISBA_events World Meeting 🌍with friends ✊💥💥💥 💥 💥 Most welcome stop at Marseille vieux port before @_CIRM
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@JulyanArbel
Julyan Arbel
2 years
The Bayesian community can sleep easily with such an amazing relief @j_ISBA team! @ISBA_events
@j_ISBA
j-ISBA
2 years
These 2 days of #BaYSM2022 have been intense but very exciting! Thanks to all the participants! Look forward to #ISBA2022 @ISBA_events
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@JulyanArbel
Julyan Arbel
4 years
#BAjournal Discussion Paper “On a Class of Objective Priors from Scoring Rules” by @Beta_GOS , C Villa, and SG Walker will be presented as a webinar on Jan 15, 4pm GMT. Registration: MS:
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@JulyanArbel
Julyan Arbel
6 years
We organise a workshop in Grenoble, September 6-7 on Bayesian learning theory for complex data modeling. With @bguedj @freeges #BIGseminar
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@JulyanArbel
Julyan Arbel
4 years
Hands-on review on Bayesian neural networks by Jospin et al. Covers a large range of topics.
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@JulyanArbel
Julyan Arbel
3 years
Check out 11 brand new videos on approximate Bayesian computation on ISBA YouTube account incl. those by @LPacchiardi @LeahFPrice @FForbes70 @henri_pesonen @r_corradin More to come today!
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@JulyanArbel
Julyan Arbel
3 years
Proud to share a top-10 for the "connected race" 20km X-country skiing @FouleeBlanche in Autrans, Vercors, incl. a top-3 made of Olympic stars 🤩 Looking forward to next Sunday's real marathon!
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@JulyanArbel
Julyan Arbel
4 years
I can’t resist sharing these mind blowing #ggplot2 vis. by @dabystrova for our submission to #AABI2020 with Gui Kon Kam King, showing how (mean,std) of prior nb of clusters in Bayesian NP models vary w/ their parameters. Here for normalized generalized gamma (NGG).
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@JulyanArbel
Julyan Arbel
3 years
Colorful morning 🌝
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@JulyanArbel
Julyan Arbel
4 years
Fast tax'e-bike ride home from school!
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@JulyanArbel
Julyan Arbel
2 years
Bayesians out there, don't miss @PierreAlquier 's talk in 1 hour (11pm his time!) about "PAC-Bayes bounds and contraction of the posterior" at the (International) Bayes Club.
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@JulyanArbel
Julyan Arbel
2 years
@RousseauJudith I won't say you haven't changed, lately!
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@JulyanArbel
Julyan Arbel
2 years
ISBA World Meeting taking off under most auspicious skies.
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@JulyanArbel
Julyan Arbel
2 years
Happy birthday @inria_grenoble 🎉🎂🎊 Old & venerable 11110 yo #Digital #Science Center!
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@JulyanArbel
Julyan Arbel
5 years
I've written a short blog post on Statisfaction triggered by @BachFrancis one on how to turn a sum of expectations into a single expectation with geometric series.
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@BachFrancis
Francis Bach
5 years
To jump start the new year, a blog post on geometric series.
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@JulyanArbel
Julyan Arbel
4 years
MERCATO: Omiros Papaspiliopoulos just joined @Unibocconi 🇮🇹 Bocconi's BayesLab definitively getting one of the best places in the 🌍 to work on Bayes!
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@JulyanArbel
Julyan Arbel
3 years
Spot the odd one out! 🖼️
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@JulyanArbel
Julyan Arbel
4 years
The 𝘓𝘢𝘸 𝘰𝘧 𝘵𝘩𝘦 𝘶𝘯𝘤𝘰𝘯𝘴𝘤𝘪𝘰𝘶𝘴 𝘴𝘵𝘢𝘵𝘪𝘴𝘵𝘪𝘤𝘪𝘢𝘯 bears its name well: I've been heavily using it, mostly unconsciously, in my Bayesian expectations over the last 10 years.
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@JulyanArbel
Julyan Arbel
3 years
The happy-fews @CMO_oaxaca Foundations of Objective Bayesian Methodology workshop. 💻 Zoom link:
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@BIRS_Math
BIRS
3 years
#NextatBIRS @CMO_oaxaca Foundations of Objective Bayesian Methodology, Nov 28-Dec 3, 2021 #BayesianMethods #MachineLearning #StatisticalAnalysis
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@JulyanArbel
Julyan Arbel
4 years
Happy-fews at @CFECMStatistics : come and join us at the #Bayes #MachineLearning session w/ 3 talks by BML experts @EmtiyazKhan , @iamvladimirova & Pierre Wolinski. Monday 21st, 8:45 GMT. A short thread presenting them (esp. useful for me as chair) 1/4
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@JulyanArbel
Julyan Arbel
3 years
Autumn colors 🍂
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@JulyanArbel
Julyan Arbel
2 years
Congrats Doctor Gabriel Ducrocq on a great PhD work & pedagogical presentation today @ENSAEparis on MCMC output compression and Gibbs samplers adapted to high-dim cosmological applications! cc @KLatuszynski @Korba_Anna @remibardenet Nicolas Chopin
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@JulyanArbel
Julyan Arbel
4 years
1/3 Election times! I'm honoured to run as a candidate for the Bayes society @ISBA_events board. Check out the 8 board candidates statements: Don't forget to vote by Nov 15. Are you registered to vote? Visit
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@JulyanArbel
Julyan Arbel
4 years
Fantastic line-up of speakers for the new Seminar series Laplace's Demon on Bayesian Machine Learning at Scale co-organized by @CriteoAILab & Nicolas Chopin. w/ @avehtari @latouche_pierre @SarahLFilippi
@CriteoAILab
Criteo AI Lab
4 years
🚀Announcing: Bayesian seminar kicking-off May 13 at 3.00pm UTC. Christian Robert “Component-wise Approximate Bayesian Computation via Gibbs-like steps” Register now 🎟️ Full schedule available ➡️ @BayesianIn #MachineLearning
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@JulyanArbel
Julyan Arbel
5 years
Having hard time for my first visit to Bernardo Nipoti ⁦⁦ @unimib ⁩ and ⁦ @r_corradin
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@JulyanArbel
Julyan Arbel
4 years
While in confinement, I'm feeling lucky to have family, math, and view on mountains :-) #COVID ー19
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@JulyanArbel
Julyan Arbel
2 years
Looking forward to discussing this coming YoungStatS Online Seminar on Approximate Bayesian Inference w/ talks by @EmiliaPompe @LPacchiardi @moins_theo & Łukasz Rajkowski. June 25th, 16:00 CET Registration: Webpage:
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@SrakarAndrej
Andrej Srakar
2 years
Announcements for two of the upcoming One🌍YoungStatS webinars in Spring 2022 are online. On June 15th we will feature a webinar on Recent Advances in Approximate Bayesian Inference. @YoungStatS2 @JulyanArbel @EmiliaPompe @LPacchiardi
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@JulyanArbel
Julyan Arbel
3 years
Registration to ISBA conference before May 1st is 🆓 !!
@FJavierRubio1
F. Javier Rubio
3 years
The ISBA #conference 2021 will be online and #free ! The pre-conference short #courses look great, and they are also free! @ISBA_events @j_ISBA #Bayesian #ISBA
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@JulyanArbel
Julyan Arbel
6 years
Bayesian learning theory for complex data modelling Workshop, that's in 3 days in Grenoble! @bguedj @freeges
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