Full Professor in Machine Learning at Saarland University & Adjunct Faculty at the MPI for Software Systems
Joined July 2013
- Tweets 217
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3 Photos and videos
15 Apr 2025
Don't hesitate, apply!
Final opportunity: Multiple PhD students to start in Fall 2025. Combine neural and symbolic/interpretable models of language, vision, and action, and work with world-class advisors at @Saar_Uni, MPI Informatics, @mpi_sws, @CISPA ,@DFKI. Details: neuroexplicit.org/jobs/
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Isabel Valera retweeted
Please spread the word! Our “I Can’t Believe It’s Not Better” #ICLR2025 workshop is now accepting submissions on unexpected results in applied #DeepLearning. Share your tough lessons and unexpected outcomes by Feb 3, 2025. More info: shorturl.at/TkFBf
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Isabel Valera retweeted
20 Nov 2024
I'm very excited to share our perspective on Network Fairness, where we challenge the concept of social capital & propose its inclusion in measuring fairness & other moral goals.
Also, very much looking forward to reconnecting with old friends and meeting new ones in Budapest!
20 Nov 2024
Next up in the @AnetiLabs Seminar Series Lisette Espín-Noboa @lespin from @CSHVienna will discuss Network Fairness: Balancing effort, merit and social capital.
Date: Nov 28 (thursday), 2pm CET
Details and subscription: anetilab.org/seminars/
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Isabel Valera retweeted
Now hiring: Twelve (!) PhD students to start in fall 2025, for research on combining neural and symbolic/interpretable models of language, vision, and action. Work with world-class advisors at @Saar_Uni, MPI Informatics, @mpi_sws, @CISPA, @DFKI. Details: neuroexplicit.org/jobs
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14 Oct 2024
Join us to develop ground-breaking deep learning models informed by explicit (e.g., causal or symbolic) knowledge!
11 Oct 2024
Come do research with me, my fantastic colleagues, and some of the coolest PhD students I've ever met! #NLProc #nesy #neurosymbolic #AI #ML
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14 Oct 2024
I will be hiring PhD students via ELLIS on multi-objective ML, causal generative models, and fair and interpretable ML. If interested, apply to our probabilistic ML: machinelearning.uni-saarland…
2 Oct 2024
The #ELLISPhD application portal is now open! Apply to top #AI labs & supervisors in Europe with a single application, and choose from different areas & tracks.
The call for applications: ellis.eu/news/ellis-phd-prog…
Deadline: 15 November 2024
#PhD #PhDProgram #MachineLearning #ML
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Isabel Valera retweeted
19 Aug 2024
Having limited data to build a neural predictive model? Try Bayes, and you can get the uncertainty of the derived neuronal preference. See our work on #PLOSCompBio: doi.org/10.1371/journal.pcbi…. Thank you so much for the great team!! Nan Wu @IValeraM @sinzlab @alxecker @teulerlab
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Isabel Valera retweeted
24 Jul 2024
🚀 Excited to share our latest work at the Structured Probabilistic Inference & Generative Modeling Workshop #ICML2024! We've worked on efficiency in time series forecasting with our new model, Efficient Probabilistic Transformers. Let's dive into the details! 🧵⬇️ @IValeraM
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Isabel Valera retweeted
24 Jun 2024
RTs appreciated! 🙏
🚀 I'm looking to hire a PhD student in optimal transport and robust ML.
Inquiry (via email with a CV) welcome
Learn more: jj-zhu.github.io/phd_2/
#PhDPosition #MachineLearning #OptimalTransport
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12 Jun 2024
Join us! If you are interested in neurosymbolic models, and also e.g. combinations of neural networks with, e.g., physics-informed or causal models, apply!
Now hiring: Three PhD students and one postdoc, as part of a research team of ~30, combining neural and symbolic/interpretable models of language, vision, action, and ML. Work with advisors at @Saar_Uni, MPI Informatics, @mpi_sws_, @CISPA, @DFKI. Details: neuroexplicit.org/jobs/
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Isabel Valera retweeted
14 Dec 2023
even more impressive if you look at the stats more closely:
20 over 67 (almost 1/3!) oral presentations at @NeurIPSConf are coming from @ELLISforEurope members!
and getting an oral is extremely hard (top 0.6% of al papers at #NeurIPS2023!)
14 Dec 2023
It’s an impressive list of outstanding research: Of all #NeurIPS2023 contributions, around 470 come from members of the ELLIS network! Check out this page to get the full overview: ellis.eu/websites/european-l…
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Isabel Valera retweeted
13 Dec 2023
Thanks to everyone who attended my oral! ❤️
Yesterday, my slides had a nostalgic sepia hue (remember to disable night color, folks 😂). If you want to check the white-version instead, you can now get them here: adrianjav.github.io/uploads/…
12 Dec 2023
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Isabel Valera retweeted
12 Dec 2023
What's the best bias/variance tradeoff for your training tasks when you're metalearning? Find out on Saturday at the poster session, 11am-12pm, at the Mathematics of Modern Machine Learning workshop #NeurIPS2023
@lzy_michael, @DimitriMeunier1, Samory Kpotufe
12 Dec 2023
At #NeurIPS2023 this week. We @DimitriMeunier1 @ArthurGretton and Samory Kpotufe will present our theoretical analysis for nonlinear meta-learning, see below.
Also, I am on academic job market this year(zhuli-michael.github.io/). Let's chat if your department is hiring.
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Isabel Valera retweeted
12 Dec 2023
"Would jetlag persist if I'd slept during the flight to #NeurIPS2023?" 🛫
If you're into answering such questions and are into #Causality, don't miss this today:
- Oral presentation by @javaloyML at 16.25 in Room R02-R05
- Poster presentation 17.15-19.15 at Poster #822
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24 Oct 2023
We are hiring!!! If you are interested in a robust and trustworthy development of ML aligned with societal values and needs, apply and join myself and my group as PhD student!! More info about the group and available positions here: machinelearning.uni-saarland…
29 Sep 2023
The portal is open: Our #ELLISPhD Program is now accepting applications! Apply by November 15 to work with leading #AI labs across Europe and choose your advisors among 200 top #machinelearning researchers!
#JoinELLISforEurope #PhD #PhDProgram #ML ellis.eu/news/ellis-phd-prog…
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Isabel Valera retweeted
16 Oct 2023
Grateful and honored to have been awarded the @GoogleAI PhD Fellowship in Machine Learning 2023. A heartfelt thank you to my advisor @IValeraM and @Saar_uni as well as my mentors on the way. Excited to continue working on fairness under feedback loops.
In 2009, Google created the PhD Fellowship Program to recognize and support outstanding graduate students pursuing exceptional research in computer science and related fields. Today, we congratulate the recipients of the 2023 Google PhD Fellowship! goo.gle/3PYfLXl
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Isabel Valera retweeted
18 Sep 2023
📢 @ELLISforEurope PhD Program is opening applications this fall. Join Europe's leading initiative in #ML research 🎓🤖🌍
📅 Application Deadline: November 15
Find out more: ellis.eu/news/ellis-phd-prog…
Good luck to all future ML pioneers! 🚀 #ELLISPhD #JoinELLISforEurope
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Isabel Valera retweeted
22 Sep 2023
💡Note the deadline and apply for excellent PhD Programs on #AI in Europe @ELLISforEurope
In #València @isp_uv_es we opened PhD positions to advance #ML for Earth and Climate Sciences. 🌍🤖🌧️🛰️🌞🌊🌲#foundationmodel #emulation #xai #deeplearning #causality #sensors #satellites
18 Sep 2023
📢 @ELLISforEurope PhD Program is opening applications this fall. Join Europe's leading initiative in #ML research 🎓🤖🌍
📅 Application Deadline: November 15
Find out more: ellis.eu/news/ellis-phd-prog…
Good luck to all future ML pioneers! 🚀 #ELLISPhD #JoinELLISforEurope
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Isabel Valera retweeted
22 Sep 2023
🚀 Exciting News! Our paper has been accepted for **Oral Presentation** at #NeurIPS2023
I'm grateful for the incredible team that made this possible @javaloyML @IValeraM 🙏
20 Aug 2023
🚀 Exciting update! The code accompanying our paper is now available!
🔍 Dive into the details and explore the repository at: github.com/psanch21/causal-f…
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Isabel Valera retweeted
22 Sep 2023
Causal normalizing flows have made it to the big stage of #NeurIPS2023 as an oral presentation! 🎤✨
Looking forward to see you all in New Orleans! 🥳
9 Jun 2023
Hi! I am happy to announce our latest work (with @ML_pablosm and @IValeraM) ... 🥁
🚨 Causal normalizing flows: from theory to practice 🚨
I am really excited about this work! Check this image, and scroll down if you want to know more 👀
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