作者位次 #3/5ICML 2026Poster· Optimization / Non-Convex
Softsign: Smooth Sign in Your Optimizer For Better Parameter Heterogeneity Handling
Dmitrii Feoktistov · Timofey Belinsky · Andrey Veprikov · Amir Zainullin · Aleksandr Beznosikov
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Dmitrii Feoktistov · Timofey Belinsky · Andrey Veprikov · Amir Zainullin · Aleksandr Beznosikov
Andrey Veprikov · Vladimir Solodkin · Zyl Alexander · Andrey V. Savchenko · Aleksandr Beznosikov
The widespread utilization of language models in modern applications is inconceivable without Parameter-Efficient Fine-Tuning techniques, such as low-rank adaptation ( LoRA ), which adds trainable adapters to selected layers. Although LoRA may obtain accurate solutions, it requires significant me...
Vladimir Solodkin · Andrey Veprikov · Alexander Chernyavskiy · Aleksandr Beznosikov