Patrik Okanovic

According to our database, Patrik Okanovic authored at least 10 papers between 2022 and 2026.

Collaborative distances:

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

2026

Confounder Detection via Treatment Intent: A New Observational Study Design.

Drago Plecko, Patrik Okanovic, Torsten Hoefler, Elias Bareinboim

CoRR, May, 2026

Large Language Model Selection with Limited Annotations.

Yavuz Durmazkeser, Patrik Okanovic, Andreas Kirsch, Torsten Hoefler, Nezihe Merve Gürel

CoRR, May, 2026

2025

Epidemiology of Large Language Models: A Benchmark for Observational Distribution Knowledge.

Drago Plecko, Patrik Okanovic, Torsten Hoefler, Elias Bareinboim

CoRR, November, 2025

Active Model Selection for Large Language Models.

Yavuz Durmazkeser, Patrik Okanovic, Andreas Kirsch, Torsten Hoefler, Nezihe Merve Gürel

CoRR, October, 2025

BLaST: High Performance Inference and Pretraining using BLock Sparse Transformers.

Patrik Okanovic, Sameer Deshmukh, Grzegorz Kwasniewski, Kentaro Katayama, Takumi Honda, Maciej Besta, Torsten Hoefler

CoRR, July, 2025

All models are wrong, some are useful: Model Selection with Limited Labels.

Patrik Okanovic, Andreas Kirsch, Jannes Kasper, Torsten Hoefler, Andreas Krause, Nezihe Merve Gürel

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

High Performance Unstructured SpMM Computation Using Tensor Cores.

Patrik Okanovic, Grzegorz Kwasniewski, Paolo Sylos Labini, Maciej Besta, Flavio Vella, Torsten Hoefler

Proceedings of the International Conference for High Performance Computing, 2024

Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning.

Patrik Okanovic, Roger Waleffe, Vasilis Mageirakos, Konstantinos E. Nikolakakis, Amin Karbasi, Dionysios S. Kalogerias, Nezihe Merve Gürel, Theodoros Rekatsinas

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Gated Domain Units for Multi-source Domain Generalization.

Simon Föll, Alina Dubatovka, Eugen Ernst, Siu Lun Chau, Martin Maritsch, Patrik Okanovic, Gudrun Thäter, Joachim M. Buhmann, Felix Wortmann, Krikamol Muandet

Trans. Mach. Learn. Res., 2023

2022

Gated Domain Units for Multi-source Domain Generalization.

Simon Föll, Alina Dubatovka, Eugen Ernst, Martin Maritsch, Patrik Okanovic, Gudrun Thäter, Joachim M. Buhmann, Felix Wortmann, Krikamol Muandet

CoRR, 2022