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Learning Based Methods for Code Runtime Complexity Prediction

Predicting the runtime complexity of a programming code is an arduous task. In fact, even for humans, it requires a subtle analysis and comprehensive knowledge of algorithms to predict time complexity with high fidelity, given any code. As per Turing’s Halting problem proof, estimating code complexi...

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Detalhes bibliográficos
Publicado no:Advances in Information Retrieval
Main Authors: Sikka, Jagriti, Satya, Kushal, Kumar, Yaman, Uppal, Shagun, Shah, Rajiv Ratn, Zimmermann, Roger
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7148227/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-45439-5_21
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