TILOS Sponsored Event
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TILOS Seminar: Unlearnable Facts Cause Hallucinations in Pretrained Language Models
HDSI 123 and Virtual 3234 Matthews Ln, La Jolla, CA, United StatesAdam Tauman Kalai, OpenAI Abstract: Pretrained language models (LMs) tend to preserve many qualities present in their training data, such as grammaticality, formatting, and politeness. However, for specific types of factuality, even LMs pretrained on factually correct statements tend to produce falsehoods at high rates. We explain these “hallucinations” by drawing a connection to binary […]
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TILOS Tutorial on AI Alignment
HDSI 123 and Virtual 3234 Matthews Ln, La Jolla, CA, United States -
TILOS-Cisco AI + Security Workshop
HDSI 123 3234 Matthews Ln, La Jolla, CA, United States -
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HOT-AI: Horizons for Optimization in AI Workshop
HDSI 123 3234 Matthews Ln, La Jolla, CA, United States -
TILOS Industry Day 2025
HDSI 123 3234 Matthews Ln, La Jolla, CA, United States -
Optimization for ML and AI Seminar with Courtney Paquette (McGill University): High-dimensional Optimization with Applications to Compute-Optimal Neural Scaling Laws
CSE 1242 and Virtual 3235 Voigt Dr, La Jolla, CA, United StatesCourtney Paquette, McGill University Abstract: Given the massive scale of modern ML models, we now only get a single shot to train them effectively. This restricts our ability to test multiple architectures and hyper-parameter configurations. Instead, we need to understand how these models scale, allowing us to experiment with smaller problems and then apply those […]
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TILOS-SDSU Seminar with David Rosen (Northeastern)
SDSU and VirtualTitle and abstract TBA... David M. Rosen is an Assistant Professor in the Departments of Electrical & Computer Engineering and Mathematics, and the Khoury College of Computer Sciences (by courtesy). Prior to joining Northeastern, he was a Research Scientist at Oculus Research (now Meta Reality Labs) from 2016 to 2018, and a Postdoctoral Associate at […]