2026

  • Prioritize the Process, Not Just the Outcome: Rewarding Latent Thought Trajectories Improves Reasoning in Looped Language Models
    ICML 2026
    Jonathan Williams, Esin Tureci
    Paper

2025

  • Test-Time Alignment via Hypothesis Reweighting
    TMLR, ICML 2025 Workshop PUT *Y. Lee, J. Williams, Henrik Marklund, Archit Sharma, Eric Mitchell, Anikait Singh, Chelsea Finn
    Paper