Search Results for author: Seamus Somerstep

Found 2 papers, 0 papers with code

A statistical framework for weak-to-strong generalization

no code implementations25 May 2024 Seamus Somerstep, Felipe Maia Polo, Moulinath Banerjee, Ya'acov Ritov, Mikhail Yurochkin, Yuekai Sun

In particular, it is unclear whether it is possible to align (stronger) LLMs with superhuman capabilities with (weaker) human feedback without degrading their capabilities.

Learning In Reverse Causal Strategic Environments With Ramifications on Two Sided Markets

no code implementations20 Apr 2024 Seamus Somerstep, Yuekai Sun, Ya'acov Ritov

Motivated by equilibrium models of labor markets, we develop a formulation of causal strategic classification in which strategic agents can directly manipulate their outcomes.

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