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cs.LG2026★ 2 cited
Feature Generation Using LLMs: An Evolutionary Algorithm Approach
Aria Nourbakhsh, Benoît Alcaraz, Christoph Schommer
A crucial step in machine learning pipelines is to present each entity with features or attributes that are representative of the characteristics of the processed entities. Feature…
cs.LG2025
Cluster Purge Loss: Structuring Transformer Embeddings for Equivalent Mutants Detection
Adelaide Danilov, Aria Nourbakhsh, Christoph Schommer
Recent pre-trained transformer models achieve superior performance in various code processing objectives. However, although effective at optimizing decision boundaries, common appr…