CDS Clinical Assistant/Associate Professor - Now Hiring! Teach cutting-edge #DataScience courses at NYU. PhD required, strong teaching background essential. 6 courses/year, student advising, program admin. Apply by 1/31/25: apply.interfolio.com/155349

Despite growing interest in incorporating feedback to improve language models, most efforts focus only on sequence-level annotations. Presenting Training with Annotations (TWA), a method to finetune on examples with span-level error annotations: arxiv.org/abs/2410.16509 (1/n)

Over the past year I have been working on using multiple specialized models in a collective fashion to solve novel tasks. We investigated Mixture of Experts (MoE) style routing for merging. However, we find that feature based merging is likely not scalable paradigm. Read on!

Pip install symile for a simple and sound way to build multimodal representations.

Excited to announce that the Spurious Correlation and Shortcut Learning (SCSL) workshop has been accepted to #ICLR2025! 🎉 Join us to explore cutting-edge research on these critical topics. Follow Spurious Correlation & Shortcut Learning Workshop for updates and details!😉 openreview.net/forum?id=B5Mlq…

What prompt generated the image on the right? Come find out today at our tutorial on OOD generalization: Shortcuts, Spuriousness, and Stability @Maggiemakar aahlad puli Panel: Elan Rosenfeld Aditi Raghunathan Danica Sutherland

Simple and effective

We are excited to announce a workshop on Demographic Diversity in Computer Vision (DemoDiv) at #CVPR2025! Submit your work studying various axes of demographic diversity and fairness in models and datasets and join us in Nashville in June! Deadline: March 31st

Does your company have a data science project to complete? 📢 Partner with NYU MS Data Science students this Fall! 📅 Submit your Capstone proposal by Aug 3: docs.google.com/forms/d/e/1FAI…

Easy, elegant, effective

Great opportunity to work with NYU CDS students!