2 papers
cs.LG2024
Sequential Large Language Model-Based Hyper-parameter Optimization
Kanan Mahammadli, Seyda Ertekin
This study introduces SLLMBO, an innovative framework leveraging large language models (LLMs) for hyperparameter optimization (HPO), incorporating dynamic search space adaptability…
eess.IV2023
Class-Specific Data Augmentation: Bridging the Imbalance in Multiclass Breast Cancer Classification
Kanan Mahammadli, Abdullah Burkan Bereketoglu, Ayse Gul Kabakci
Breast Cancer is the most common cancer among women, which is also visible in men, and accounts for more than 1 in 10 new cancer diagnoses each year. It is also the second most com…