Learn Your Reference Model for Real Good Alignment. - Alexey Gorbatovski; Boris Shaposhnikov; Alexey Malakhov; Nikita Surnachev; Yaroslav Aksenov; Ian Maksimov; Nikita Balagansky; Daniil Gavrilov (ICLR, 2025)

The Differences Between Direct Alignment Algorithms are a Blur. - Alexey Gorbatovski; Boris Shaposhnikov; Viacheslav Sinii; Alexey Malakhov; Daniil Gavrilov (CoRR, 2025)

ESSA: Evolutionary Strategies for Scalable Alignment. - Daria Korotyshova; Boris Shaposhnikov; Alexey Malakhov; Nikita Surnachev; George Bredis; Alexey Gorbatovski; Viacheslav Sinii; Daniil Gavrilov (CoRR, 2025)