217 citations · 331 across the 28 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
cs.LG2026
Displacement-Resistant Extensions of DPO with Nonconvex -Divergences
Idan Pipano, Shoham Sabach, Kavosh Asadi +1
DPO and related algorithms align language models by directly optimizing the RLHF objective: find a policy that maximizes the Bradley-Terry reward while staying close to a reference…
cs.LG2026
Direct Preference Optimization with Rating Information: Practical Algorithms and Provable Gains
Luca Viano, Ruida Zhou, Yifan Sun +4
The class of direct preference optimization (DPO) algorithms has emerged as a promising approach for solving the alignment problem in foundation models. These algorithms work with…