Search Results for author: Sebastian Proksch

Found 2 papers, 2 papers with code

On the Effectiveness of Machine Learning-based Call Graph Pruning: An Empirical Study

1 code implementation11 Feb 2024 Amir M. Mir, Mehdi Keshani, Sebastian Proksch

We introduce the NYXCorpus, a dataset of real-world Java programs with high test coverage and we collect traces from test executions and build a ground truth of dynamic CGs.

Type4Py: Practical Deep Similarity Learning-Based Type Inference for Python

1 code implementation12 Jan 2021 Amir M. Mir, Evaldas Latoskinas, Sebastian Proksch, Georgios Gousios

It learns to discriminate between similar and dissimilar types in a high-dimensional space, which results in clusters of types.

Type prediction Vocal Bursts Type Prediction

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