Mátyás Schubert
@matyasch.bsky.social
PhD in causal machine learning @amlab.bsky.social
Pinned
Mátyás Schubert
@matyasch.bsky.social
· Feb 13
Do you want to estimate causal effects for a small set of target variables without knowing the causal graph, but discovering it takes too long? Now you can get adjustment sets in a SNAP🫰accepted at #aistats2025!
📜 arxiv.org/abs/2502.07857
🧩 matyasch.github.io/snap/
🧵 1/10
📜 arxiv.org/abs/2502.07857
🧩 matyasch.github.io/snap/
🧵 1/10
Estimating causal effects efficiently doesn’t have to mean discovering the entire causal graph! Now you can find the optimal adjustment from only local information using LOAD!
📜 Preprint: arxiv.org/abs/2510.14582
👾 Code: github.com/Matyasch/load
🧵 1/8
📜 Preprint: arxiv.org/abs/2510.14582
👾 Code: github.com/Matyasch/load
🧵 1/8
October 23, 2025 at 3:21 PM
Estimating causal effects efficiently doesn’t have to mean discovering the entire causal graph! Now you can find the optimal adjustment from only local information using LOAD!
📜 Preprint: arxiv.org/abs/2510.14582
👾 Code: github.com/Matyasch/load
🧵 1/8
📜 Preprint: arxiv.org/abs/2510.14582
👾 Code: github.com/Matyasch/load
🧵 1/8
Reposted by Mátyás Schubert
Carlos Cinelli, Avi Feller, Guido Imbens, Edward Kennedy, Sara Magliacane, Jose Zubizarreta
Challenges in Statistics: A Dozen Challenges in Causality and Causal Inference
https://arxiv.org/abs/2508.17099
Challenges in Statistics: A Dozen Challenges in Causality and Causal Inference
https://arxiv.org/abs/2508.17099
August 26, 2025 at 5:56 AM
Carlos Cinelli, Avi Feller, Guido Imbens, Edward Kennedy, Sara Magliacane, Jose Zubizarreta
Challenges in Statistics: A Dozen Challenges in Causality and Causal Inference
https://arxiv.org/abs/2508.17099
Challenges in Statistics: A Dozen Challenges in Causality and Causal Inference
https://arxiv.org/abs/2508.17099
Reposted by Mátyás Schubert
Are you interested in improving the #interpretability, #robustness and #safety of current AI systems with #causality and #RL?
Apply to our PhD position in Amsterdam 🚲🌷🇳🇱
Deadline: June 15
Apply to our PhD position in Amsterdam 🚲🌷🇳🇱
Deadline: June 15
New PhD position at the University of Amsterdam in @amlab.bsky.social on learning concepts with theoretical guarantees using #causality and #RL with me, Frans Oliehoek (TU Delft) and Herke van Hoof 💥
Deadline: 15 June
werkenbij.uva.nl/en/vacancies...
Deadline: 15 June
werkenbij.uva.nl/en/vacancies...
Vacancy — PhD Position on Learning Concepts with Theoretical Guarantees Using Causality and RL
Are you interested in improving the interpretability, robustness and safety of current AI systems? If the answer is yes, please continue reading!
werkenbij.uva.nl
May 26, 2025 at 8:32 AM
Are you interested in improving the #interpretability, #robustness and #safety of current AI systems with #causality and #RL?
Apply to our PhD position in Amsterdam 🚲🌷🇳🇱
Deadline: June 15
Apply to our PhD position in Amsterdam 🚲🌷🇳🇱
Deadline: June 15
Reposted by Mátyás Schubert
🔥 Got a great work on causal representation learning, abstraction, high-dimensional discovery, or other hot topics in causality?
🇧🇷 Don’t miss your chance to present in Rio at the CAR Workshop at #UAI2025!
⏰ Deadline is in 1 week – May 26!
🌐 sites.google.com/view/car-25/
🇧🇷 Don’t miss your chance to present in Rio at the CAR Workshop at #UAI2025!
⏰ Deadline is in 1 week – May 26!
🌐 sites.google.com/view/car-25/
CAR
Causal Abstractions and Representations Workshop @ UAI 2025 July 25th 2025, Rio de Janeiro 🇧🇷
sites.google.com
May 19, 2025 at 7:52 PM
🔥 Got a great work on causal representation learning, abstraction, high-dimensional discovery, or other hot topics in causality?
🇧🇷 Don’t miss your chance to present in Rio at the CAR Workshop at #UAI2025!
⏰ Deadline is in 1 week – May 26!
🌐 sites.google.com/view/car-25/
🇧🇷 Don’t miss your chance to present in Rio at the CAR Workshop at #UAI2025!
⏰ Deadline is in 1 week – May 26!
🌐 sites.google.com/view/car-25/
A little over a week ago, I had the chance to attend #AISTATS and present our poster on SNAP (matyasch.github.io/snap)! Three days of brilliant invited talks and a stream of fascinating papers left me with a much longer reading list about ideas to explore.
May 13, 2025 at 10:26 AM
A little over a week ago, I had the chance to attend #AISTATS and present our poster on SNAP (matyasch.github.io/snap)! Three days of brilliant invited talks and a stream of fascinating papers left me with a much longer reading list about ideas to explore.
Reposted by Mátyás Schubert
New PhD position at the University of Amsterdam in @amlab.bsky.social on learning concepts with theoretical guarantees using #causality and #RL with me, Frans Oliehoek (TU Delft) and Herke van Hoof 💥
Deadline: 15 June
werkenbij.uva.nl/en/vacancies...
Deadline: 15 June
werkenbij.uva.nl/en/vacancies...
Vacancy — PhD Position on Learning Concepts with Theoretical Guarantees Using Causality and RL
Are you interested in improving the interpretability, robustness and safety of current AI systems? If the answer is yes, please continue reading!
werkenbij.uva.nl
May 12, 2025 at 5:03 PM
New PhD position at the University of Amsterdam in @amlab.bsky.social on learning concepts with theoretical guarantees using #causality and #RL with me, Frans Oliehoek (TU Delft) and Herke van Hoof 💥
Deadline: 15 June
werkenbij.uva.nl/en/vacancies...
Deadline: 15 June
werkenbij.uva.nl/en/vacancies...
Just arrived in Phuket for #AISTATS2025. Can't wait to present our poster (in tube) about SNAP 🫰 on day 2, Sunday! Come check it out and let's chat about scalable causal discovery!
May 2, 2025 at 11:47 AM
Just arrived in Phuket for #AISTATS2025. Can't wait to present our poster (in tube) about SNAP 🫰 on day 2, Sunday! Come check it out and let's chat about scalable causal discovery!
Reposted by Mátyás Schubert
⏰ Don't miss Mátyás talk today at 3PM!
🎥 See you online meet.google.com/cqt-ufji-xfz
🤌 ...or live in the CS Department of the University of Pisa!
🎥 See you online meet.google.com/cqt-ufji-xfz
🤌 ...or live in the CS Department of the University of Pisa!
A few weeks ago, I presented SNAP at the wonderful #Bellairs Workshop on Causality in Barbados🐢
This Friday 🫰meets 🤌 as I will get to present SNAP again at the kick-off of the newest season of @causalclub.di.unipi.it! Check out this, and their other amazing upcoming talks at causalclub.di.unipi.it
This Friday 🫰meets 🤌 as I will get to present SNAP again at the kick-off of the newest season of @causalclub.di.unipi.it! Check out this, and their other amazing upcoming talks at causalclub.di.unipi.it
March 7, 2025 at 11:15 AM
⏰ Don't miss Mátyás talk today at 3PM!
🎥 See you online meet.google.com/cqt-ufji-xfz
🤌 ...or live in the CS Department of the University of Pisa!
🎥 See you online meet.google.com/cqt-ufji-xfz
🤌 ...or live in the CS Department of the University of Pisa!
A few weeks ago, I presented SNAP at the wonderful #Bellairs Workshop on Causality in Barbados🐢
This Friday 🫰meets 🤌 as I will get to present SNAP again at the kick-off of the newest season of @causalclub.di.unipi.it! Check out this, and their other amazing upcoming talks at causalclub.di.unipi.it
This Friday 🫰meets 🤌 as I will get to present SNAP again at the kick-off of the newest season of @causalclub.di.unipi.it! Check out this, and their other amazing upcoming talks at causalclub.di.unipi.it
March 4, 2025 at 2:04 PM
A few weeks ago, I presented SNAP at the wonderful #Bellairs Workshop on Causality in Barbados🐢
This Friday 🫰meets 🤌 as I will get to present SNAP again at the kick-off of the newest season of @causalclub.di.unipi.it! Check out this, and their other amazing upcoming talks at causalclub.di.unipi.it
This Friday 🫰meets 🤌 as I will get to present SNAP again at the kick-off of the newest season of @causalclub.di.unipi.it! Check out this, and their other amazing upcoming talks at causalclub.di.unipi.it
Do you want to estimate causal effects for a small set of target variables without knowing the causal graph, but discovering it takes too long? Now you can get adjustment sets in a SNAP🫰accepted at #aistats2025!
📜 arxiv.org/abs/2502.07857
🧩 matyasch.github.io/snap/
🧵 1/10
📜 arxiv.org/abs/2502.07857
🧩 matyasch.github.io/snap/
🧵 1/10
February 13, 2025 at 1:59 PM
Do you want to estimate causal effects for a small set of target variables without knowing the causal graph, but discovering it takes too long? Now you can get adjustment sets in a SNAP🫰accepted at #aistats2025!
📜 arxiv.org/abs/2502.07857
🧩 matyasch.github.io/snap/
🧵 1/10
📜 arxiv.org/abs/2502.07857
🧩 matyasch.github.io/snap/
🧵 1/10
Reposted by Mátyás Schubert
Professor Imbens also had a mentoring session with our PhD students actively working on causality, discussing their ideas and the potential impact of their applications! 👨🔬👩🔬
@matyasch.bsky.social @roelhulsman.bsky.social @rmassidda.it @danruxu.bsky.social 🔥
@matyasch.bsky.social @roelhulsman.bsky.social @rmassidda.it @danruxu.bsky.social 🔥
December 13, 2024 at 8:47 AM
Professor Imbens also had a mentoring session with our PhD students actively working on causality, discussing their ideas and the potential impact of their applications! 👨🔬👩🔬
@matyasch.bsky.social @roelhulsman.bsky.social @rmassidda.it @danruxu.bsky.social 🔥
@matyasch.bsky.social @roelhulsman.bsky.social @rmassidda.it @danruxu.bsky.social 🔥
Reposted by Mátyás Schubert
Congrats to @smaglia.bsky.social for now being an ELLIS Scholar! 🤩🥳🎉
🎉 Congratulations to our newly accepted ELLIS Fellows & Scholars in 2024! Top researchers in #MachineLearning join the network to advance science & mentor the next generation. #ELLISforEurope #AI
🌍 Know someone on the list? bit.ly/3ZJd9Cz
Tag them in a reply with congratulations.
🌍 Know someone on the list? bit.ly/3ZJd9Cz
Tag them in a reply with congratulations.
161 outstanding machine learning researchers accepted as new ELLIS Fellows & Scholars
The ELLIS mission is to create a diverse European network that promotes research excellence and advances breakthroughs in AI, as well as a pan-European PhD program to educate the next generation of AI...
bit.ly
December 9, 2024 at 4:02 PM
Congrats to @smaglia.bsky.social for now being an ELLIS Scholar! 🤩🥳🎉
Reposted by Mátyás Schubert
if you ever wondered how to concisely represent causal models, don’t miss my talk on causal abstraction tomorrow at @ellisamsterdam.bsky.social
📢 The next Amsterdam Causality Meeting supported by the #ELLISunitAmsterdam will take place on Wednesday!
📅 December 4th
⏰ 14.30-17.30
📍 Lab 42 in L3.36
🔗 amscausality.github.io/upcoming/
Come and join us! 🚀✨
📅 December 4th
⏰ 14.30-17.30
📍 Lab 42 in L3.36
🔗 amscausality.github.io/upcoming/
Come and join us! 🚀✨
Upcoming Meetings
Causality meeting 2023 with VU, UvA, Amsterdam UMC and CWI
amscausality.github.io
December 3, 2024 at 10:43 PM
if you ever wondered how to concisely represent causal models, don’t miss my talk on causal abstraction tomorrow at @ellisamsterdam.bsky.social