@martinca.bsky.social
MS AI @ VU Amsterdam - Interested in Geometrical Deep Learning | Topological Deep Learning | Graphs
Pinned
🚨Higher-order combinatorial models in TDL are notoriously slow and resource-hungry. Can we do better?
Introducing:
🚀 𝐇𝐎𝐏𝐒𝐄: A Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations 🚀
📝 arXiv: arxiv.org/abs/2505.15405
🧵 (1/6)
Introducing:
🚀 𝐇𝐎𝐏𝐒𝐄: A Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations 🚀
📝 arXiv: arxiv.org/abs/2505.15405
🧵 (1/6)
!!!
Want to generate point clouds? Our (w/ Ernst Röell) #NeurIPS2025 paper shows a topology-driven method that is fast, simple, and high-quality. 🔥
1/n
1/n
October 29, 2025 at 9:10 AM
!!!
Reposted
It may only be a band-aid, but we have just announced our new "Salon des Refusés" sessions for papers rejected due to space constraints: bsky.app/profile/euri...
Congratulations to everyone who got their @neuripsconf.bsky.social papers accepted 🎉🎉🎉
At #EurIPS we are looking forward to welcoming presentations of all accepted NeurIPS papers, including a new “Salon des Refusés” track for papers which were rejected due to space constraints!
At #EurIPS we are looking forward to welcoming presentations of all accepted NeurIPS papers, including a new “Salon des Refusés” track for papers which were rejected due to space constraints!
September 19, 2025 at 9:35 AM
It may only be a band-aid, but we have just announced our new "Salon des Refusés" sessions for papers rejected due to space constraints: bsky.app/profile/euri...
Reposted
Oh come on, a #NeurIPS rejection based on sensible, well-argumented reviews which show an understanding of the paper and its limitations?
HOW AM I SUPPOSED TO COMPLAIN NOW?
HOW AM I SUPPOSED TO COMPLAIN NOW?
September 18, 2025 at 4:29 PM
Oh come on, a #NeurIPS rejection based on sensible, well-argumented reviews which show an understanding of the paper and its limitations?
HOW AM I SUPPOSED TO COMPLAIN NOW?
HOW AM I SUPPOSED TO COMPLAIN NOW?
Reposted
"Like all good stories, the tale of EurIPS begins in the kitchen…"
Was #EurIPS fueled by gnocchi? People have asked for the EurIPS story, so our GC Søren Hauberg has written down the origins of EurIPS and how it all started in a kitchen: eurips.cc/news/15-09-2...
How EurIPS got started <i class="bi bi-journal-text"></i> - A NeurIPS-endorsed conference in Europe
A NeurIPS-endorsed conference in Europe held in Copenhagen, Denmark
eurips.cc
September 16, 2025 at 10:50 AM
"Like all good stories, the tale of EurIPS begins in the kitchen…"
Reposted
📣📣📣
We are proud to announce our #EurIPS Affinity Events which will take place during the main conference days.
Our Affinity Workshop Chairs have accepted three great proposals from well-renowned organizations
@wimlworkshop.bsky.social
Learning Theory Alliance
@queerinai.com
See you in Copenhagen!
We are proud to announce our #EurIPS Affinity Events which will take place during the main conference days.
Our Affinity Workshop Chairs have accepted three great proposals from well-renowned organizations
@wimlworkshop.bsky.social
Learning Theory Alliance
@queerinai.com
See you in Copenhagen!
September 11, 2025 at 8:59 AM
📣📣📣
We are proud to announce our #EurIPS Affinity Events which will take place during the main conference days.
Our Affinity Workshop Chairs have accepted three great proposals from well-renowned organizations
@wimlworkshop.bsky.social
Learning Theory Alliance
@queerinai.com
See you in Copenhagen!
We are proud to announce our #EurIPS Affinity Events which will take place during the main conference days.
Our Affinity Workshop Chairs have accepted three great proposals from well-renowned organizations
@wimlworkshop.bsky.social
Learning Theory Alliance
@queerinai.com
See you in Copenhagen!
Reposted
📢 Interested in doing a PhD in generative models 🤖, AI4Science 🧬, Sampling 🧑🔬, and beyond? I am hiring PhD students at Imperial College London for the next application cycle.
🔗See the call below:
joeybose.github.io/phd-positions/
✨ And a light expression of interest: forms.gle/FpgTiuatz9ft...
🔗See the call below:
joeybose.github.io/phd-positions/
✨ And a light expression of interest: forms.gle/FpgTiuatz9ft...
Joey Bose
Personal website powered by Jekyll
joeybose.github.io
September 11, 2025 at 12:56 PM
📢 Interested in doing a PhD in generative models 🤖, AI4Science 🧬, Sampling 🧑🔬, and beyond? I am hiring PhD students at Imperial College London for the next application cycle.
🔗See the call below:
joeybose.github.io/phd-positions/
✨ And a light expression of interest: forms.gle/FpgTiuatz9ft...
🔗See the call below:
joeybose.github.io/phd-positions/
✨ And a light expression of interest: forms.gle/FpgTiuatz9ft...
Reposted
Søren Hauberg (DTU) gives a quick tour of the site of EurIPS 2025: Bella Center, which features its own Metro stop, 13 min. from the airport, 9 min. to the center of town 🚊
Earlier last week, Team #EurIPS visited the conference venue to discuss room layouts and more. The venue is super cool, has it's own metro station, and can host up to 30,000 people (20x what we expect!)
Read more on our newly setup news feed and see a video of the tour: eurips.cc/news/05-09-2...
Read more on our newly setup news feed and see a video of the tour: eurips.cc/news/05-09-2...
Coference Venue - A NeurIPS-endorsed conference in Europe
A NeurIPS-endorsed conference in Europe held in Copenhagen, Denmark
eurips.cc
September 8, 2025 at 9:27 AM
Søren Hauberg (DTU) gives a quick tour of the site of EurIPS 2025: Bella Center, which features its own Metro stop, 13 min. from the airport, 9 min. to the center of town 🚊
Reposted
The workshops focused on (in chronological order):
- Variational Inference (youtube.com/playlist?lis...)
- Optimal Transport (youtube.com/playlist?lis...)
- Parallel Computing (youtube.com/playlist?lis...), and
- Computational Physics (youtube.com/playlist?lis...).
- Variational Inference (youtube.com/playlist?lis...)
- Optimal Transport (youtube.com/playlist?lis...)
- Parallel Computing (youtube.com/playlist?lis...), and
- Computational Physics (youtube.com/playlist?lis...).
September 2, 2025 at 12:13 PM
The workshops focused on (in chronological order):
- Variational Inference (youtube.com/playlist?lis...)
- Optimal Transport (youtube.com/playlist?lis...)
- Parallel Computing (youtube.com/playlist?lis...), and
- Computational Physics (youtube.com/playlist?lis...).
- Variational Inference (youtube.com/playlist?lis...)
- Optimal Transport (youtube.com/playlist?lis...)
- Parallel Computing (youtube.com/playlist?lis...), and
- Computational Physics (youtube.com/playlist?lis...).
Reposted
#EurIPS sure is community-driven!
Across our Calls for Workshops and Affinity Workshops we received a whopping 50+ proposals! Our Workshop and Affinity Workshop Chairs are now busy reviewing and discussing all proposals, and we plan to have the decisions ready mid-September 🤞
Across our Calls for Workshops and Affinity Workshops we received a whopping 50+ proposals! Our Workshop and Affinity Workshop Chairs are now busy reviewing and discussing all proposals, and we plan to have the decisions ready mid-September 🤞
September 2, 2025 at 7:49 AM
#EurIPS sure is community-driven!
Across our Calls for Workshops and Affinity Workshops we received a whopping 50+ proposals! Our Workshop and Affinity Workshop Chairs are now busy reviewing and discussing all proposals, and we plan to have the decisions ready mid-September 🤞
Across our Calls for Workshops and Affinity Workshops we received a whopping 50+ proposals! Our Workshop and Affinity Workshop Chairs are now busy reviewing and discussing all proposals, and we plan to have the decisions ready mid-September 🤞
Reposted
We just wrapped up the 5th Summer Geometry Initiative (SGI), bringing 30 Fellows to our cohort of 150+ alumni, who go on to PhD/MS programs, industry jobs, and more. Despite overwhelming success, SGI26 is uncertain thanks to the changing funding landscape. Please help by helping identify sponsors!
September 1, 2025 at 8:50 AM
We just wrapped up the 5th Summer Geometry Initiative (SGI), bringing 30 Fellows to our cohort of 150+ alumni, who go on to PhD/MS programs, industry jobs, and more. Despite overwhelming success, SGI26 is uncertain thanks to the changing funding landscape. Please help by helping identify sponsors!
Reposted
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
Let's push for the obvious solution: Dear @neuripsconf.bsky.social ! Allow authors to present accepted papers at EurIPS instead of NeurIPS rather than just additionally. Likely, at least 500 papers would move to Copenhagen, problem solved.
August 28, 2025 at 7:19 PM
Let's push for the obvious solution: Dear @neuripsconf.bsky.social ! Allow authors to present accepted papers at EurIPS instead of NeurIPS rather than just additionally. Likely, at least 500 papers would move to Copenhagen, problem solved.
First promo photo appearance 🥹
🎓 ✏️ The ELLIS Doctoral Symposium, hosted by the ELLIS Unit Warsaw 🇵🇱 kicked off yesterday!
Held at the Uni Warsaw and co-organised by ELIAS, the theme is Robust AI.
The EDS is an annual conference for ELLIS PhD students—a highlight in the ELLIS PhD & Postdoc Program.
#EDS2025
📷: Damian Fużyński
Held at the Uni Warsaw and co-organised by ELIAS, the theme is Robust AI.
The EDS is an annual conference for ELLIS PhD students—a highlight in the ELLIS PhD & Postdoc Program.
#EDS2025
📷: Damian Fużyński
August 26, 2025 at 3:38 PM
First promo photo appearance 🥹
Reposted
Interested in #topological deep learning (TDL) but not sure where to start? 🍩🤖
Check out #TopoBench, a comprehensive, modular library that benchmarks a wide variety of TDL models across diverse datasets.
Thrilled to see it accepted at DMLR!
Code+Papers:
geometric-intelligence.github.io/TopoBench/
Check out #TopoBench, a comprehensive, modular library that benchmarks a wide variety of TDL models across diverse datasets.
Thrilled to see it accepted at DMLR!
Code+Papers:
geometric-intelligence.github.io/TopoBench/
August 25, 2025 at 5:52 PM
Interested in #topological deep learning (TDL) but not sure where to start? 🍩🤖
Check out #TopoBench, a comprehensive, modular library that benchmarks a wide variety of TDL models across diverse datasets.
Thrilled to see it accepted at DMLR!
Code+Papers:
geometric-intelligence.github.io/TopoBench/
Check out #TopoBench, a comprehensive, modular library that benchmarks a wide variety of TDL models across diverse datasets.
Thrilled to see it accepted at DMLR!
Code+Papers:
geometric-intelligence.github.io/TopoBench/
Reposted
We can’t wait to see what the community builds with TopoBench! Star our repo, read the paper, and bring reproducibility to your TDL research. Contributions and feedback are welcome! #OpenSource #Python #AcademicTwitter
August 25, 2025 at 5:22 PM
We can’t wait to see what the community builds with TopoBench! Star our repo, read the paper, and bring reproducibility to your TDL research. Contributions and feedback are welcome! #OpenSource #Python #AcademicTwitter
Reposted
This was a massive team effort!
Developed & led by @levtelyatnikov.bsky.social , @gbg141.bsky.social , Theodore Papamarkou. With major contributions from @Marco Montagna, Mustafa Hajij, Ghada Zamzmi, Michael T. Schaub, @ninamiolane.bsky.social , & @sscardapane.bsky.social , and many others!
Developed & led by @levtelyatnikov.bsky.social , @gbg141.bsky.social , Theodore Papamarkou. With major contributions from @Marco Montagna, Mustafa Hajij, Ghada Zamzmi, Michael T. Schaub, @ninamiolane.bsky.social , & @sscardapane.bsky.social , and many others!
August 25, 2025 at 5:22 PM
This was a massive team effort!
Developed & led by @levtelyatnikov.bsky.social , @gbg141.bsky.social , Theodore Papamarkou. With major contributions from @Marco Montagna, Mustafa Hajij, Ghada Zamzmi, Michael T. Schaub, @ninamiolane.bsky.social , & @sscardapane.bsky.social , and many others!
Developed & led by @levtelyatnikov.bsky.social , @gbg141.bsky.social , Theodore Papamarkou. With major contributions from @Marco Montagna, Mustafa Hajij, Ghada Zamzmi, Michael T. Schaub, @ninamiolane.bsky.social , & @sscardapane.bsky.social , and many others!
Reposted
Delighted to announce TopoBench has been accepted to DMLR! It’s a modular library for Topological Deep Learning, built to provide reproducible, cross-domain benchmarks and accelerate research. GitHub: github.com/geometric-in... #AI #DeepLearning
GitHub - geometric-intelligence/TopoBench: TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning
TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning - geometric-intelligence/TopoBench
github.com
August 25, 2025 at 5:22 PM
Delighted to announce TopoBench has been accepted to DMLR! It’s a modular library for Topological Deep Learning, built to provide reproducible, cross-domain benchmarks and accelerate research. GitHub: github.com/geometric-in... #AI #DeepLearning
It is very refreshing seeing the start of a summer school be about Ethics in AI calling out the hype on GenAI as the frontier of human reasoning. Listening to this I am reminded of Feyerabend…
“The only absolute truth is that there are no absolute truths”
#EDS2025
“The only absolute truth is that there are no absolute truths”
#EDS2025
August 25, 2025 at 12:02 PM
It is very refreshing seeing the start of a summer school be about Ethics in AI calling out the hype on GenAI as the frontier of human reasoning. Listening to this I am reminded of Feyerabend…
“The only absolute truth is that there are no absolute truths”
#EDS2025
“The only absolute truth is that there are no absolute truths”
#EDS2025
Reposted
Vapnik-Chervonenkis candy bar
August 25, 2025 at 12:40 AM
Vapnik-Chervonenkis candy bar
Reposted
📢 Save the date!
Join us for the next @ellis.eu x UniReps Speaker Series!
📅 27th August – 16:00 CEST
📍https://ethz.zoom.us/j/66426188160
🎙️ Speakers: Keynote by @lelandmcinnes.bsky.social & Flash Talk by Yu (Demi) Qin
🔔 Stay updated by joining our Google group: groups.google.com/u/2/g/ellis-...
Join us for the next @ellis.eu x UniReps Speaker Series!
📅 27th August – 16:00 CEST
📍https://ethz.zoom.us/j/66426188160
🎙️ Speakers: Keynote by @lelandmcinnes.bsky.social & Flash Talk by Yu (Demi) Qin
🔔 Stay updated by joining our Google group: groups.google.com/u/2/g/ellis-...
August 14, 2025 at 7:58 AM
📢 Save the date!
Join us for the next @ellis.eu x UniReps Speaker Series!
📅 27th August – 16:00 CEST
📍https://ethz.zoom.us/j/66426188160
🎙️ Speakers: Keynote by @lelandmcinnes.bsky.social & Flash Talk by Yu (Demi) Qin
🔔 Stay updated by joining our Google group: groups.google.com/u/2/g/ellis-...
Join us for the next @ellis.eu x UniReps Speaker Series!
📅 27th August – 16:00 CEST
📍https://ethz.zoom.us/j/66426188160
🎙️ Speakers: Keynote by @lelandmcinnes.bsky.social & Flash Talk by Yu (Demi) Qin
🔔 Stay updated by joining our Google group: groups.google.com/u/2/g/ellis-...
Reposted
In the 20th century, non-Euclidean geometry transformed how we model the world with pen and paper.
Now, it is disrupting how we model the world with machines.
Learn more in our illustrated guide to non-Euclidean ML and AI👇
Now, it is disrupting how we model the world with machines.
Learn more in our illustrated guide to non-Euclidean ML and AI👇
Our illustrated guide to non-Euclidian ML is finally published!
Check it out for
⭐️ gorgeous figures (with new additions!) on topology, algebra, and geometry in the field
⭐️ broken down tables for easy reading
⭐️ accessible text, additional refs, and more
iopscience.iop.org/article/10.1...
Check it out for
⭐️ gorgeous figures (with new additions!) on topology, algebra, and geometry in the field
⭐️ broken down tables for easy reading
⭐️ accessible text, additional refs, and more
iopscience.iop.org/article/10.1...
August 6, 2025 at 3:24 PM
In the 20th century, non-Euclidean geometry transformed how we model the world with pen and paper.
Now, it is disrupting how we model the world with machines.
Learn more in our illustrated guide to non-Euclidean ML and AI👇
Now, it is disrupting how we model the world with machines.
Learn more in our illustrated guide to non-Euclidean ML and AI👇
Reposted
The world is a beautiful and fragile place that we are allowed to enjoy temporarily and should feel responsible for.
It’s regrettable that we (the ML community) don’t manage to have decentralised conferences across the globe (look at you, @neuripsconf.bsky.social).
Let's be better together!
It’s regrettable that we (the ML community) don’t manage to have decentralised conferences across the globe (look at you, @neuripsconf.bsky.social).
Let's be better together!
August 2, 2025 at 12:13 PM
The world is a beautiful and fragile place that we are allowed to enjoy temporarily and should feel responsible for.
It’s regrettable that we (the ML community) don’t manage to have decentralised conferences across the globe (look at you, @neuripsconf.bsky.social).
Let's be better together!
It’s regrettable that we (the ML community) don’t manage to have decentralised conferences across the globe (look at you, @neuripsconf.bsky.social).
Let's be better together!
Reposted
🚀 TGLib is now on PyPI!
Our open-source library for efficient temporal graph analysis is now easy to install (Linux):
pip install temporalgraphlib
📄 Paper: arxiv.org/abs/2209.12587
💻 Code: gitlab.com/tgpublic/tglib
#TGLib #TemporalGraphs #Python #OpenSource #NetworkScience
Our open-source library for efficient temporal graph analysis is now easy to install (Linux):
pip install temporalgraphlib
📄 Paper: arxiv.org/abs/2209.12587
💻 Code: gitlab.com/tgpublic/tglib
#TGLib #TemporalGraphs #Python #OpenSource #NetworkScience
TGLib: An Open-Source Library for Temporal Graph Analysis
We initiate an open-source library for the efficient analysis of temporal graphs. We consider one of the standard models of dynamic networks in which each edge has a discrete timestamp and transition ...
arxiv.org
August 1, 2025 at 3:55 PM
🚀 TGLib is now on PyPI!
Our open-source library for efficient temporal graph analysis is now easy to install (Linux):
pip install temporalgraphlib
📄 Paper: arxiv.org/abs/2209.12587
💻 Code: gitlab.com/tgpublic/tglib
#TGLib #TemporalGraphs #Python #OpenSource #NetworkScience
Our open-source library for efficient temporal graph analysis is now easy to install (Linux):
pip install temporalgraphlib
📄 Paper: arxiv.org/abs/2209.12587
💻 Code: gitlab.com/tgpublic/tglib
#TGLib #TemporalGraphs #Python #OpenSource #NetworkScience
:0 wow pretty pictures!
Our illustrated guide to non-Euclidian ML is finally published!
Check it out for
⭐️ gorgeous figures (with new additions!) on topology, algebra, and geometry in the field
⭐️ broken down tables for easy reading
⭐️ accessible text, additional refs, and more
iopscience.iop.org/article/10.1...
Check it out for
⭐️ gorgeous figures (with new additions!) on topology, algebra, and geometry in the field
⭐️ broken down tables for easy reading
⭐️ accessible text, additional refs, and more
iopscience.iop.org/article/10.1...
August 1, 2025 at 4:42 PM
:0 wow pretty pictures!