Arlind Kadra

16 papers A* 5Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
End-to-End Compression for Tabular Foundation Models.
CoRR
Guri Zabërgja, Rafiq Kamel, Arlind Kadra, Christian M. M. Frey, Josif Grabocka
2026 J jnl
Learning to Order: Task Sequencing as In-Context Optimization.
CoRR
Jan Kobiolka, Christian M. M. Frey, Arlind Kadra, Gresa Shala, Josif Grabocka
2026 J jnl
POP: Prior-fitted Optimizer Policies.
CoRR
Jan Kobiolka, Christian M. M. Frey, Gresa Shala, Arlind Kadra, Erind Bedalli, Josif Grabocka
2024 A* conf
Interpretable Mesomorphic Networks for Tabular Data.
NeurIPS
Arlind Kadra, Sebastian Pineda-Arango, Josif Grabocka
2024 A* conf
Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How.
ICLR
Sebastian Pineda-Arango, Fabio Ferreira, Arlind Kadra, Frank Hutter, Josif Grabocka
2024 J jnl
Tabular Data: Is Attention All You Need?
CoRR
Guri Zabërgja, Arlind Kadra, Josif Grabocka
2023 J jnl
Breaking the Paradox of Explainable Deep Learning.
CoRR
Arlind Kadra, Sebastian Pineda-Arango, Josif Grabocka
2023 J jnl
Deep Power Laws for Hyperparameter Optimization.
CoRR
Arlind Kadra, Maciej Janowski, Martin Wistuba, Josif Grabocka
2023 J jnl
Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How.
CoRR
Sebastian Pineda-Arango, Fabio Ferreira, Arlind Kadra, Frank Hutter, Josif Grabocka
2023 A* conf
Scaling Laws for Hyperparameter Optimization.
NeurIPS
Arlind Kadra, Maciej Janowski, Martin Wistuba, Josif Grabocka
2022 J jnl
Dynamic and Efficient Gray-Box Hyperparameter Optimization for Deep Learning.
CoRR
Martin Wistuba, Arlind Kadra, Josif Grabocka
2022 A* conf
Supervising the Multi-Fidelity Race of Hyperparameter Configurations.
NeurIPS
Martin Wistuba, Arlind Kadra, Josif Grabocka
2021 J jnl
OpenML-Python: an extensible Python API for OpenML.
J. Mach. Learn. Res.
Matthias Feurer, Jan N. van Rijn, Arlind Kadra, Pieter Gijsbers, Neeratyoy Mallik, Sahithya Ravi, Andreas Müller, Joaquin Vanschoren, Frank Hutter
2021 J jnl
Regularization is all you Need: Simple Neural Nets can Excel on Tabular Data.
CoRR
Arlind Kadra, Marius Lindauer, Frank Hutter, Josif Grabocka
2021 A* conf
Well-tuned Simple Nets Excel on Tabular Datasets.
NeurIPS
Arlind Kadra, Marius Lindauer, Frank Hutter, Josif Grabocka
2019 J jnl
OpenML-Python: an extensible Python API for OpenML.
CoRR
Matthias Feurer, Jan N. van Rijn, Arlind Kadra, Pieter Gijsbers, Neeratyoy Mallik, Sahithya Ravi, Andreas Müller, Joaquin Vanschoren, Frank Hutter