Arlind Kadra

According to our database, Arlind Kadra authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Tabular Data: Is Attention All You Need?

Guri Zabërgja, Arlind Kadra, Josif Grabocka

CoRR, 2024

Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How.

Sebastian Pineda-Arango, Fabio Ferreira, Arlind Kadra, Frank Hutter, Josif Grabocka

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Breaking the Paradox of Explainable Deep Learning.

Arlind Kadra, Sebastian Pineda-Arango, Josif Grabocka

CoRR, 2023

Deep Power Laws for Hyperparameter Optimization.

Arlind Kadra, Maciej Janowski, Martin Wistuba, Josif Grabocka

CoRR, 2023

Scaling Laws for Hyperparameter Optimization.

Arlind Kadra, Maciej Janowski, Martin Wistuba, Josif Grabocka

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Dynamic and Efficient Gray-Box Hyperparameter Optimization for Deep Learning.

Martin Wistuba, Arlind Kadra, Josif Grabocka

CoRR, 2022

Supervising the Multi-Fidelity Race of Hyperparameter Configurations.

Martin Wistuba, Arlind Kadra, Josif Grabocka

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

OpenML-Python: an extensible Python API for OpenML.

Matthias Feurer, Jan N. van Rijn, Arlind Kadra, Pieter Gijsbers, Neeratyoy Mallik, Sahithya Ravi, Andreas Müller, Joaquin Vanschoren, Frank Hutter

J. Mach. Learn. Res., 2021

Regularization is all you Need: Simple Neural Nets can Excel on Tabular Data.

Arlind Kadra, Marius Lindauer, Frank Hutter, Josif Grabocka

CoRR, 2021

Well-tuned Simple Nets Excel on Tabular Datasets.

Arlind Kadra, Marius Lindauer, Frank Hutter, Josif Grabocka

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021