Georgy Tyukin

most citedAttention Is All You Need But You Don't Need All Of It For Inference of Large Language Models

3 citations · 3 across the 3 of their papers we have counts for

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stat.ML2026

Soft Specialists: $α$ -Rényi Ensembles for Uncertainty-Aware LLM Post-Training

Paula Cordero-Encinar, Georgy Tyukin, Andrew B. Duncan

Existing training approaches for large language models learn a single set of parameters, based on large volumes of data, which is typically heterogeneous, conflicting and often out…

Soft Specialists: α-Rényi Ensembles for Uncertainty-Aware LLM Post-Training

Soft Specialists: $α$ -Rényi Ensembles for Uncertainty-Aware LLM Post-Training