Kadra, Arlind
- Well-tuned Simple Nets Excel on Tabular Datasets
2021/06/21 by Arlind Kadra, Kadra, Arlind, Marius Lindauer +5 · 1 voice · 13 citations
Computer Science · #Advanced Neural Network Applications #Image Enhancement Techniques #Machine Learning and Data Classification #cs.LG
- Scaling Laws for Hyperparameter Optimization
2023/02/01 by Arlind Kadra, Maciej Janowski, Kadra, Arlind +5 · 1 voice · 4 citations
Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Data Stream Mining Techniques
- Interpretable Mesomorphic Networks for Tabular Data
2023/05/22 by Arlind Kadra, Kadra, Arlind, Sebastian Pineda Arango +3 · 2 voices
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #cs.LG
- Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How
2023/06/06 by Sebastian Pineda Arango, Fábio Furlan Ferreira, Arango, Sebastian Pineda +5 · 5 citations
Computer Science · #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
- Supervising the Multi-Fidelity Race of Hyperparameter Configurations
2022/02/20 by Wistuba, Martin, Kadra, Arlind, Grabocka, Josif · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Tabular Data: Is Deep Learning all you need?
2024/02/06 by Guri Zabërgja, Arlind Kadra, Zabërgja, Guri +3 · 3 citations
Computer Science · #Data Visualization and Analytics #Computational Physics and Python Applications