Adrián Javaloy
@javaloyml.bsky.social
Postdoc at the University of Edinburgh working on Machine Learning. Previously in Saarbrücken, Tübingen, and Murcia.
🌐 adrianjav.github.io
🌐 adrianjav.github.io
Pinned
Adrián Javaloy
@javaloyml.bsky.social
· Feb 13
GitHub - adrianjav/causal-flows: CausalFlows: A library for Causal Normalizing Flows in Pytorch
CausalFlows: A library for Causal Normalizing Flows in Pytorch - adrianjav/causal-flows
github.com
Have you ever been curious to try Causal Normalizing Flows for your project but found them intimidating? Say no more 😜
I just released a small library to easily implement and use causal-flows:
github.com/adrianjav/ca...
I just released a small library to easily implement and use causal-flows:
github.com/adrianjav/ca...
Reposted by Adrián Javaloy
Want to use your favourite #NeSy model but afraid of the reasoning shortcuts?🫣
Fear not💪🏻In our #NeurIPS2025 paper we show that you just need to equip your favourite NeSy model with prototypical networks and the reasoning shortcuts will be a problem of the past!
Fear not💪🏻In our #NeurIPS2025 paper we show that you just need to equip your favourite NeSy model with prototypical networks and the reasoning shortcuts will be a problem of the past!
November 6, 2025 at 10:40 AM
Want to use your favourite #NeSy model but afraid of the reasoning shortcuts?🫣
Fear not💪🏻In our #NeurIPS2025 paper we show that you just need to equip your favourite NeSy model with prototypical networks and the reasoning shortcuts will be a problem of the past!
Fear not💪🏻In our #NeurIPS2025 paper we show that you just need to equip your favourite NeSy model with prototypical networks and the reasoning shortcuts will be a problem of the past!
Reposted by Adrián Javaloy
📈 Tenerife Norte bate su récord de temperatura para noviembre: 33 °C el día 4.
➡️ Supera ampliamente el registro máximo anterior, de 31 °C. Tenerife Norte tiene una serie de datos de 85 años.
➡️ Supera ampliamente el registro máximo anterior, de 31 °C. Tenerife Norte tiene una serie de datos de 85 años.
November 5, 2025 at 2:14 PM
📈 Tenerife Norte bate su récord de temperatura para noviembre: 33 °C el día 4.
➡️ Supera ampliamente el registro máximo anterior, de 31 °C. Tenerife Norte tiene una serie de datos de 85 años.
➡️ Supera ampliamente el registro máximo anterior, de 31 °C. Tenerife Norte tiene una serie de datos de 85 años.
Convince me that Dagstuhl seminars are real and not AI generated 😒
October 28, 2025 at 6:23 PM
Convince me that Dagstuhl seminars are real and not AI generated 😒
Reposted by Adrián Javaloy
To: Reviewer 2
My name is Inigo Montoya
You killed my paper
Prepare to die
My name is Inigo Montoya
You killed my paper
Prepare to die
September 4, 2025 at 7:22 AM
To: Reviewer 2
My name is Inigo Montoya
You killed my paper
Prepare to die
My name is Inigo Montoya
You killed my paper
Prepare to die
Reposted by Adrián Javaloy
Does a smaller latent space lead to worse generation in latent diffusion models? Not necessarily! We show that LDMs are extremely robust to a wide range of compression rates (10-1000x) in the context of physics emulation.
We got lost in latent space. Join us 👇
We got lost in latent space. Join us 👇
September 3, 2025 at 1:40 PM
Does a smaller latent space lead to worse generation in latent diffusion models? Not necessarily! We show that LDMs are extremely robust to a wide range of compression rates (10-1000x) in the context of physics emulation.
We got lost in latent space. Join us 👇
We got lost in latent space. Join us 👇
Reposted by Adrián Javaloy
Friday afternoon! Finally time to look back at a busy week, and ask oneself — "wait, what did I do, again?"
August 29, 2025 at 7:27 AM
Friday afternoon! Finally time to look back at a busy week, and ask oneself — "wait, what did I do, again?"
Reposted by Adrián Javaloy
We are excited to bring #EurIPS 2025 to Copenhagen in December.
Consider becoming a sponsor and support us in making this inaugural event a success! Sponsorship packages are available and can be further customized if necessary.
Reach out if you have any questions ❔
Info: eurips.cc/become-spons...
Consider becoming a sponsor and support us in making this inaugural event a success! Sponsorship packages are available and can be further customized if necessary.
Reach out if you have any questions ❔
Info: eurips.cc/become-spons...
August 13, 2025 at 12:51 PM
We are excited to bring #EurIPS 2025 to Copenhagen in December.
Consider becoming a sponsor and support us in making this inaugural event a success! Sponsorship packages are available and can be further customized if necessary.
Reach out if you have any questions ❔
Info: eurips.cc/become-spons...
Consider becoming a sponsor and support us in making this inaugural event a success! Sponsorship packages are available and can be further customized if necessary.
Reach out if you have any questions ❔
Info: eurips.cc/become-spons...
Reposted by Adrián Javaloy
It's been a while, but I am happy to share that my PhD dissertation is finally available online! 🎉
Not only it contains most of my work, but there is plenty of brand new content:
publikationen.sulb.uni-saarland.de/handle/20.50...
🧵1/4
Not only it contains most of my work, but there is plenty of brand new content:
publikationen.sulb.uni-saarland.de/handle/20.50...
🧵1/4
Publikationen der UdS: Meet my expectations: on the interplay of trustworthiness and deep learning optimization
publikationen.sulb.uni-saarland.de
August 6, 2025 at 7:57 PM
It's been a while, but I am happy to share that my PhD dissertation is finally available online! 🎉
Not only it contains most of my work, but there is plenty of brand new content:
publikationen.sulb.uni-saarland.de/handle/20.50...
🧵1/4
Not only it contains most of my work, but there is plenty of brand new content:
publikationen.sulb.uni-saarland.de/handle/20.50...
🧵1/4
It's been a while, but I am happy to share that my PhD dissertation is finally available online! 🎉
Not only it contains most of my work, but there is plenty of brand new content:
publikationen.sulb.uni-saarland.de/handle/20.50...
🧵1/4
Not only it contains most of my work, but there is plenty of brand new content:
publikationen.sulb.uni-saarland.de/handle/20.50...
🧵1/4
Publikationen der UdS: Meet my expectations: on the interplay of trustworthiness and deep learning optimization
publikationen.sulb.uni-saarland.de
August 6, 2025 at 7:57 PM
It's been a while, but I am happy to share that my PhD dissertation is finally available online! 🎉
Not only it contains most of my work, but there is plenty of brand new content:
publikationen.sulb.uni-saarland.de/handle/20.50...
🧵1/4
Not only it contains most of my work, but there is plenty of brand new content:
publikationen.sulb.uni-saarland.de/handle/20.50...
🧵1/4
Reposted by Adrián Javaloy
This is not caused primarily by "screen time".
It's been caused by the mass eradication of third places for young people in basically every city over the past three decades - and a society that's hostile to the concept of teens socialising in public spaces.
www.theguardian.com/politics/liv...
It's been caused by the mass eradication of third places for young people in basically every city over the past three decades - and a society that's hostile to the concept of teens socialising in public spaces.
www.theguardian.com/politics/liv...
‘Worrying’ levels of screen time means young people losing confidence to socialise in person, minister warns – UK politics live
Culture secretary Lisa Nandy says ‘majority of young people spend all, or almost all, of their free time alone in their bedrooms, online’
www.theguardian.com
August 6, 2025 at 8:46 AM
This is not caused primarily by "screen time".
It's been caused by the mass eradication of third places for young people in basically every city over the past three decades - and a society that's hostile to the concept of teens socialising in public spaces.
www.theguardian.com/politics/liv...
It's been caused by the mass eradication of third places for young people in basically every city over the past three decades - and a society that's hostile to the concept of teens socialising in public spaces.
www.theguardian.com/politics/liv...
What a nice experience! Thank you everyone who attended TPM!
Particularly those who engaged in the poster sessions, few times I had so much fun discussing my poster!
Particularly those who engaged in the poster sessions, few times I had so much fun discussing my poster!
memories from the last day of #UAI2025:
the 8th Workshop on Tractable Probabilistic Modeling #TPM2025
tractable-probabilistic-modeling.github.io/tpm2025/
the 8th Workshop on Tractable Probabilistic Modeling #TPM2025
tractable-probabilistic-modeling.github.io/tpm2025/
August 3, 2025 at 9:46 AM
What a nice experience! Thank you everyone who attended TPM!
Particularly those who engaged in the poster sessions, few times I had so much fun discussing my poster!
Particularly those who engaged in the poster sessions, few times I had so much fun discussing my poster!
Reposted by Adrián Javaloy
likely one of the best editions of #TPM ever!
big thanks to @poorvagarg.bsky.social @jsleland.bsky.social @javaloyml.bsky.social @zzhe.bsky.social @lennertds.bsky.social Lingyun Yao and Christoph Staudt for organizing it
and to everyone who attended it!
big thanks to @poorvagarg.bsky.social @jsleland.bsky.social @javaloyml.bsky.social @zzhe.bsky.social @lennertds.bsky.social Lingyun Yao and Christoph Staudt for organizing it
and to everyone who attended it!
memories from the last day of #UAI2025:
the 8th Workshop on Tractable Probabilistic Modeling #TPM2025
tractable-probabilistic-modeling.github.io/tpm2025/
the 8th Workshop on Tractable Probabilistic Modeling #TPM2025
tractable-probabilistic-modeling.github.io/tpm2025/
August 2, 2025 at 3:29 PM
likely one of the best editions of #TPM ever!
big thanks to @poorvagarg.bsky.social @jsleland.bsky.social @javaloyml.bsky.social @zzhe.bsky.social @lennertds.bsky.social Lingyun Yao and Christoph Staudt for organizing it
and to everyone who attended it!
big thanks to @poorvagarg.bsky.social @jsleland.bsky.social @javaloyml.bsky.social @zzhe.bsky.social @lennertds.bsky.social Lingyun Yao and Christoph Staudt for organizing it
and to everyone who attended it!
Reposted by Adrián Javaloy
My maternity leave project is now somewhat out: I made a jupyterbook about the basics of ML, that I teach at TUE. You can check it out here:
sibylse.github.io/TUEML/intro....
The linA part is not yet formulated out and there are other todos, but maybe it helps someone with their own course design 😅
sibylse.github.io/TUEML/intro....
The linA part is not yet formulated out and there are other todos, but maybe it helps someone with their own course design 😅
Welcome to the Data Mining and Machine Learning Book — Data Mining and Machine Learning Jupyter Book
sibylse.github.io
July 25, 2025 at 5:49 PM
My maternity leave project is now somewhat out: I made a jupyterbook about the basics of ML, that I teach at TUE. You can check it out here:
sibylse.github.io/TUEML/intro....
The linA part is not yet formulated out and there are other todos, but maybe it helps someone with their own course design 😅
sibylse.github.io/TUEML/intro....
The linA part is not yet formulated out and there are other todos, but maybe it helps someone with their own course design 😅
Reposted by Adrián Javaloy
July 25, 2025 at 8:03 PM
Next week I will be in 🌴 Rio 🌴 attending (and helping organizing) UAI 2025 and TPM 2025.
If you are also attending and want to talk science (e.g. probabilistic generative models, causality, multi-objective machine learning, etc) or just hang out, not everything is work, feel free to reach me out!
If you are also attending and want to talk science (e.g. probabilistic generative models, causality, multi-objective machine learning, etc) or just hang out, not everything is work, feel free to reach me out!
This year I am co-organizing the 8th iteration of the Tractable Probabilistic Modeling #TPM workshop at #UAI2025 🌴 Rio de Janeiro edition 🌴
🌐 lnkd.in/dDK8T5Au
⏰ Submission deadline: May 23th AoE
🌴 Date: July 15th
🧵👇
🌐 lnkd.in/dDK8T5Au
⏰ Submission deadline: May 23th AoE
🌴 Date: July 15th
🧵👇
July 18, 2025 at 11:17 AM
Next week I will be in 🌴 Rio 🌴 attending (and helping organizing) UAI 2025 and TPM 2025.
If you are also attending and want to talk science (e.g. probabilistic generative models, causality, multi-objective machine learning, etc) or just hang out, not everything is work, feel free to reach me out!
If you are also attending and want to talk science (e.g. probabilistic generative models, causality, multi-objective machine learning, etc) or just hang out, not everything is work, feel free to reach me out!
Unrelatedly, the rule of mandatory physical attendance for authors was changed *after* the submission deadline: web.archive.org/web/20250514...
People submitted their works under some given premises, altering them a posteriori is questionable at best...
People submitted their works under some given premises, altering them a posteriori is questionable at best...
NeurIPS is endorsing EurIPS, an independently-organized meeting which will offer researchers an opportunity to additionally present NeurIPS work in Europe concurrently with NeurIPS.
Read more in our blog post and on the EurIPS website:
blog.neurips.cc/2025/07/16/n...
eurips.cc
Read more in our blog post and on the EurIPS website:
blog.neurips.cc/2025/07/16/n...
eurips.cc
eurips.cc
A NeurIPS-endorsed conference in Europe held in Copenhagen, Denmark
eurips.cc
July 18, 2025 at 8:09 AM
Unrelatedly, the rule of mandatory physical attendance for authors was changed *after* the submission deadline: web.archive.org/web/20250514...
People submitted their works under some given premises, altering them a posteriori is questionable at best...
People submitted their works under some given premises, altering them a posteriori is questionable at best...
Reposted by Adrián Javaloy
Hmm, this rule seems very recently changed? web.archive.org/web/20250514...
This was what it said just before the deadline, so people submitting to NeurIPS couldn't have known about the mandatory physical presence 🤔
This was what it said just before the deadline, so people submitting to NeurIPS couldn't have known about the mandatory physical presence 🤔
July 17, 2025 at 2:16 PM
Hmm, this rule seems very recently changed? web.archive.org/web/20250514...
This was what it said just before the deadline, so people submitting to NeurIPS couldn't have known about the mandatory physical presence 🤔
This was what it said just before the deadline, so people submitting to NeurIPS couldn't have known about the mandatory physical presence 🤔
Reposted by Adrián Javaloy
✨Thrilled to see EurIPS launch — the first officially endorsed European NeurIPS presentation venue!
👀 But NeurIPS now requires at least one author to attend in San Diego or Mexico (and not just virtually as before). This is detrimental to many. Why not allow presenting at EurIPS or online?
1/4
👀 But NeurIPS now requires at least one author to attend in San Diego or Mexico (and not just virtually as before). This is detrimental to many. Why not allow presenting at EurIPS or online?
1/4
EurIPS is coming! 📣 Mark your calendar for Dec. 2-7, 2025 in Copenhagen 📅
EurIPS is a community-organized conference where you can present accepted NeurIPS 2025 papers, endorsed by @neuripsconf.bsky.social and @nordicair.bsky.social and is co-developed by @ellis.eu
eurips.cc
EurIPS is a community-organized conference where you can present accepted NeurIPS 2025 papers, endorsed by @neuripsconf.bsky.social and @nordicair.bsky.social and is co-developed by @ellis.eu
eurips.cc
July 17, 2025 at 8:49 AM
✨Thrilled to see EurIPS launch — the first officially endorsed European NeurIPS presentation venue!
👀 But NeurIPS now requires at least one author to attend in San Diego or Mexico (and not just virtually as before). This is detrimental to many. Why not allow presenting at EurIPS or online?
1/4
👀 But NeurIPS now requires at least one author to attend in San Diego or Mexico (and not just virtually as before). This is detrimental to many. Why not allow presenting at EurIPS or online?
1/4
Reposted by Adrián Javaloy
For years, people have suggested having alternate NeurIPS locations, outside the US. 2025 is the first time it will be done, with satellite locations in Copenhagen and Mexico City.
I wonder if this will be a one-off thing, or whether the trend will continue.
I wonder if this will be a one-off thing, or whether the trend will continue.
July 17, 2025 at 12:26 AM
For years, people have suggested having alternate NeurIPS locations, outside the US. 2025 is the first time it will be done, with satellite locations in Copenhagen and Mexico City.
I wonder if this will be a one-off thing, or whether the trend will continue.
I wonder if this will be a one-off thing, or whether the trend will continue.
Really great news! 👏
EurIPS is coming! 📣 Mark your calendar for Dec. 2-7, 2025 in Copenhagen 📅
EurIPS is a community-organized conference where you can present accepted NeurIPS 2025 papers, endorsed by @neuripsconf.bsky.social and @nordicair.bsky.social and is co-developed by @ellis.eu
eurips.cc
EurIPS is a community-organized conference where you can present accepted NeurIPS 2025 papers, endorsed by @neuripsconf.bsky.social and @nordicair.bsky.social and is co-developed by @ellis.eu
eurips.cc
July 17, 2025 at 8:01 AM
Really great news! 👏
Reposted by Adrián Javaloy
less than one week to go!
Check our schedule comprising:
1 ❤️🩹mentoring session
2 🔑 keynotes
3 🧑🔧 workshops
5 📊 tutorials
20 🗣️ orals
229 📜 posters
👉 www.auai.org/uai2025/schedule
Check our schedule comprising:
1 ❤️🩹mentoring session
2 🔑 keynotes
3 🧑🔧 workshops
5 📊 tutorials
20 🗣️ orals
229 📜 posters
👉 www.auai.org/uai2025/schedule
www.auai.org
July 15, 2025 at 3:57 PM
less than one week to go!
Check our schedule comprising:
1 ❤️🩹mentoring session
2 🔑 keynotes
3 🧑🔧 workshops
5 📊 tutorials
20 🗣️ orals
229 📜 posters
👉 www.auai.org/uai2025/schedule
Check our schedule comprising:
1 ❤️🩹mentoring session
2 🔑 keynotes
3 🧑🔧 workshops
5 📊 tutorials
20 🗣️ orals
229 📜 posters
👉 www.auai.org/uai2025/schedule
Reposted by Adrián Javaloy
We've written a monograph on Gaussian processes and reproducing kernel methods (with @philipphennig.bsky.social, @sejdino.bsky.social and Bharath Sriperumbudur).
arxiv.org/abs/2506.17366
arxiv.org/abs/2506.17366
Gaussian Processes and Reproducing Kernels: Connections and Equivalences
This monograph studies the relations between two approaches using positive definite kernels: probabilistic methods using Gaussian processes, and non-probabilistic methods using reproducing kernel Hilb...
arxiv.org
June 24, 2025 at 8:35 AM
We've written a monograph on Gaussian processes and reproducing kernel methods (with @philipphennig.bsky.social, @sejdino.bsky.social and Bharath Sriperumbudur).
arxiv.org/abs/2506.17366
arxiv.org/abs/2506.17366
Reposted by Adrián Javaloy
❗📅 Extended deadline: May 29th
👥 Several positions:
- Postdoc ( Project 1: AI for Earth System Modeling)
- PhD, Postdoc, Scientific Programmer (Project 2: Next-Gen Foundation Models)
- PhD + Postdoc (Project 3 – AI for Scientific Discovery)
📝 Apply here: forms.gle/grkEhmXrDout...
👥 Several positions:
- Postdoc ( Project 1: AI for Earth System Modeling)
- PhD, Postdoc, Scientific Programmer (Project 2: Next-Gen Foundation Models)
- PhD + Postdoc (Project 3 – AI for Scientific Discovery)
📝 Apply here: forms.gle/grkEhmXrDout...
May 26, 2025 at 8:46 AM
❗📅 Extended deadline: May 29th
👥 Several positions:
- Postdoc ( Project 1: AI for Earth System Modeling)
- PhD, Postdoc, Scientific Programmer (Project 2: Next-Gen Foundation Models)
- PhD + Postdoc (Project 3 – AI for Scientific Discovery)
📝 Apply here: forms.gle/grkEhmXrDout...
👥 Several positions:
- Postdoc ( Project 1: AI for Earth System Modeling)
- PhD, Postdoc, Scientific Programmer (Project 2: Next-Gen Foundation Models)
- PhD + Postdoc (Project 3 – AI for Scientific Discovery)
📝 Apply here: forms.gle/grkEhmXrDout...