28th April, 2025 | Garnet 214-215 | Singapore EXPO | https://xitter.cf/t.co/aZHShVWnrI | ICLR 2025 @iclr_conf
Joined October 2024
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Check out the recording of the workshop at: iclr.cc/virtual/2025/worksho… 🎥
Spurious Correlation & Shortcut Learning Workshop retweeted
How do we scale up the context of LLMs?
Agentic search scales to arbitrarily large amounts of info, but can easily miss relevant info.
Idea💡: Optimize organization of info for downstream utility. Leads to 30+% gains even on OOD domains
Paper + code: librarian-agents.github.io/
Spurious Correlation & Shortcut Learning Workshop retweeted
🚨 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.
Spurious Correlation & Shortcut Learning Workshop retweeted
Cool suggestions and results from @AndrewLampinen on how semantic plausibility “shortcuts”/“spurious features” can effectively drive the more difficult learning of human language syntax!
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 retweeted
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:
✨️📢 Best paper award:
Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias and Over-Parameterization
🎉👏 @MMondelli @simone_bombari
Check out paper:
openreview.net/forum?id=pJvD…
All accepted papers:
scslworkshop.github.io/accep…
Spurious Correlation & Shortcut Learning Workshop retweeted
📢 Now live: Catastrophic overtraining of language models @AdtRaghunathan
🌟📢 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: scslworkshop.github.io/sched…
#ICLR2025
📢 Now live: Catastrophic overtraining of language models @AdtRaghunathan
🌟📢 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: scslworkshop.github.io/sched…
#ICLR2025
Spurious Correlation & Shortcut Learning Workshop retweeted
Looking forward to participating in the #ICLR2025 workshop and the panel. Great speakers!
💥 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: scslworkshop.github.io
#ICLR2025
🌟📢 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: scslworkshop.github.io/sched…
#ICLR2025
Spurious Correlation & Shortcut Learning Workshop retweeted
💥 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: scslworkshop.github.io
#ICLR2025
Spurious Correlation & Shortcut Learning Workshop retweeted
See you all at the ICLR SCSL workshop today in Garnet 214-215!
Heading to #ICLR2025 to present our SCSL workshop paper on understanding how last-layer retraining methods mitigate spurious correlations! openreview.net/pdf?id=B2W51a…
Stop by on Monday, April 28 to chat and learn more 🙂
💥 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: scslworkshop.github.io
#ICLR2025
Spurious Correlation & Shortcut Learning Workshop retweeted
🚨 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: scslworkshop.github.io
#ICLR2025
🚨 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: scslworkshop.github.io
#ICLR2025
Spurious Correlation & Shortcut Learning Workshop retweeted
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
Spurious Correlation & Shortcut Learning Workshop retweeted
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 retweeted
🚀 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:
🚀 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:
🔗 Link:
docs.google.com/forms/d/e/1F…
📩 Contact: [email protected]
#ICLR2025 #SCSLWorkshop @iclr_conf 🤖