New work! 💪🏻💥🤯 When Can Proxies Improve the Sample Complexity of Preference Learning? Our paper is accepted at @icmlconf.bsky.social 2025. Fantastic joint work with @spectral.space, Zhengyan Shi, @meng-yue-yang.bsky.social, @neuralnoise.com, Matt Kusner, @alexdamour.bsky.social. 1/n

Come talk to me about Causal Abstraction and LLM Theory/Alignment! I'm at #NeurIPS2024 presenting 1. Structured Learning of Compositional Sequential Interventions (Thu 11am-2pm, West Ballroom A-D #5002) 2. Unsupervised Causal Abstraction (Sunday, CRL workshop)