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Author

Ivan Vasilev

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Book 2023

Python Deep Learning

This book will guide you from the basics of neural networks to the state-of-the-art large language models in use today, and covers the mathematical foundations, the structure, and the training algorithms of neural networks and dives into the essence of deep learning

Ivan Vasilev · 10 citations
Preprint Sep 2026

Diversity-Guided Search-Based Testing of Large Language Model Applications

This paper presents a search-based testing framework for LLM-based applications that incorporates failure diversity as an explicit optimization objective and maintains an archive of generated tests and rewards distance from that archive, while a repopulation operator periodically replaces non-failing tests in the popul...

Lev Sorokin, Ivan Vasilev, Ken E. Friedl et al. · 0 citations

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