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Author

Ivan Vasilev

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Book 2023

Python Deep Learning

The field of deep learning has developed rapidly recently and today covers a broad range of applications. This makes it challenging to navigate and hard to understand without solid foundations. This book will guide you from the basics of neural networks to the state-of-the-art large language models in use today. The f...

Ivan Vasilev · 10 citations
Preprint Sep 2026

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

Large Language Model (LLM)-based applications are increasingly deployed across domains including customer service, education, and mobility. These systems are prone to inaccurate, fictitious, or harmful responses, and their vast, high-dimensional input space makes systematic testing particularly challenging. In this pap...

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

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