Spurious Correlation & Shortcut Learning Workshop

28th April, 2025 |
Garnet 214-215 |
Singapore EXPO |
|
ICLR 2025 @iclr_conf

[Spurious Correlation & Shortcut Learning Workshop @SCSLWorkshop]

Check out the recording of the workshop at: https://t.co/mY41OGMzMl 🎥

[Parsa Hosseini @paahrsa]

🚨 New Preprint!

Large reasoning models rely on long chain-of-thought generation to solve complex problems, but this comes at a substantial compute cost.

We introduce CoDE-Stop, a simple, training-free method that decides when to stop reasoning by tracking how model confidence evolves over time.

[Stanford NLP Group @stanfordnlp]

Cool suggestions and results from @AndrewLampinen on how semantic plausibility “shortcuts”/“spurious features” can effectively drive the more difficult learning of human language syntax!

[Andrew Lampinen @AndrewLampinen]

Had fun talking at the @SCSLWorkshop at ICLR! One example I brought up, which I think provides an uncommon perspective: a case where spurious shortcuts can improve generalization... even to out-of-distribution sets where the spurious feature doesn't generalize! Thread:

[Spurious Correlation & Shortcut Learning Workshop @SCSLWorkshop]

Check out paper:
https://t.co/F0LsHVLboG

All accepted papers:
https://t.co/5m5L36UizK

[Spurious Correlation & Shortcut Learning Workshop @SCSLWorkshop]

✨️📢 Best paper award:
Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias and Over-Parameterization
🎉👏 @MMondelli @simone_bombari

[Spurious Correlation & Shortcut Learning Workshop @SCSLWorkshop]

📢 Now live: Catastrophic overtraining of language models @AdtRaghunathan

[Spurious Correlation & Shortcut Learning Workshop @SCSLWorkshop]

📢 Now live: Catastrophic overtraining of language models @AdtRaghunathan

[Spurious Correlation & Shortcut Learning Workshop @SCSLWorkshop]

🌟📢 Live from ICLR 2025! @iclr_conf
Our Workshop is underway at Singapore EXPO, Garnet 214-215, featuring presentations and rigorous discussions.
Exploring the foundations of robustness and generalization. 🔥
Full schedule here: https://t.co/807fMl1q21
#ICLR2025

[Soheil Feizi @FeiziSoheil]

Looking forward to participating in the #ICLR2025 workshop and the panel. Great speakers!

[Spurious Correlation & Shortcut Learning Workshop @SCSLWorkshop]

🌟📢 Live from ICLR 2025! @iclr_conf
Our Workshop is underway at Singapore EXPO, Garnet 214-215, featuring presentations and rigorous discussions.
Exploring the foundations of robustness and generalization. 🔥
Full schedule here: https://t.co/807fMl1q21
#ICLR2025

[Spurious Correlation & Shortcut Learning Workshop @SCSLWorkshop]

💥 See you tomorrow at the Workshop on Spurious Correlation & Shortcut Learning (SCSL) at #ICLR2025!
@iclr_conf
🗓️ April 28, 2025
📍 Garnet 214-215, Singapore EXPO
🌐 Schedule and More Info: https://t.co/2JQao74Uf5

#ICLR2025

[Tyler LaBonte @tmlabonte]

See you all at the ICLR SCSL workshop today in Garnet 214-215!

[Spurious Correlation & Shortcut Learning Workshop @SCSLWorkshop]

💥 See you tomorrow at the Workshop on Spurious Correlation & Shortcut Learning (SCSL) at #ICLR2025!
@iclr_conf
🗓️ April 28, 2025
📍 Garnet 214-215, Singapore EXPO
🌐 Schedule and More Info: https://t.co/2JQao74Uf5

#ICLR2025

[Spurious Correlation & Shortcut Learning Workshop @SCSLWorkshop]

🚨 Join us at the Workshop on Spurious Correlation & Shortcut Learning (SCSL) at #ICLR2025!
@iclr_conf
🗓️ April 28, 2025
📍 Garnet 214-215, Singapore EXPO
🌐 More info: https://t.co/2JQao75s4D

#ICLR2025

[Spurious Correlation & Shortcut Learning Workshop @SCSLWorkshop]

🚨 Join us at the Workshop on Spurious Correlation & Shortcut Learning (SCSL) at #ICLR2025!
@iclr_conf
🗓️ April 28, 2025
📍 Garnet 214-215, Singapore EXPO
🌐 More info: https://t.co/2JQao75s4D

#ICLR2025

[Stefano Sarao Mannelli @stefsmlab]

Also @iclr_conf and it is going to be a busy week!
1. Today at 10am, Optimal Protocols for Continual Learning via Statistical Physics and Control Theory #342
2. Tomorrow at 10am, A Theory of Initialisation's Impact on Specialisation #342
3. Speaking at @SCSLWorkshop o Monday

[Andrew Lampinen @AndrewLampinen]

Excited to head to ICLR this week! Feel free to reach out if you'll be there and would like to chat. I'll be giving a talk at the workshop on spurious correlations and shortcut learning, and we'll have some posters scattered across various other workshops.

[Spurious Correlation & Shortcut Learning Workshop @SCSLWorkshop]

🚀 SCSL Workshop at ICLR 2025 (Singapore, April 28) is seeking sponsors! Join us in tackling spurious correlations & shortcut learning with top researchers from NYU, UdeM, UCLA, UMD, SUT, and Google DeepMind. Support cutting-edge AI research & gain visibility!

🔗 Learn more:

[Spurious Correlation & Shortcut Learning Workshop @SCSLWorkshop]

🔗 Link:
https://t.co/HnhlpC3bcL
📩 Contact: [email protected]

#ICLR2025 #SCSLWorkshop @iclr_conf 🤖

[Spurious Correlation & Shortcut Learning Workshop @SCSLWorkshop]

🚀 SCSL Workshop at ICLR 2025 (Singapore, April 28) is seeking sponsors! Join us in tackling spurious correlations & shortcut learning with top researchers from NYU, UdeM, UCLA, UMD, SUT, and Google DeepMind. Support cutting-edge AI research & gain visibility!

🔗 Learn more: