Skip to content
Log in
Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

V. Lytvyn

h-index 5 View on Semantic Scholar

We have 2 of 44 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Oct 2026

Context Selection as a Partial Order: A Blackwell Framework and Verified LLM Evidence

Context selection for large language models (LLMs) requires distinguishing source informativeness from the performance a fixed model can realize. We develop a framework separating the Blackwell order under optimal decision rules from a model-specific performance order, with finite-sample certificates for source compari...

Andriy Bilous, V. Lytvyn, P. Pukach et al. · 0 citations
Open access Jul 2026

GENERALIZING TINYBERT WITH CROSS-ATTENTION, LORA AND BI-GRU FOR DEEP LEARNING OVER NON-NUMERIC DATA: BEYOND FAKE NEWS DETECTION

A universal hybrid architecture integrating the compact TinyBERT transformer, a cross-attention mechanism, low-rank adaptation (LoRA), and a bidirectional gated recurrent unit (Bi-GRU) is proposed, capable of delivering high accuracy, interpretability, and computational efficiency for heterogeneous textual data in mult...

O. Khobor, V. Lytvyn · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.