Patrik Okanovic

11 papers A* 1A 2Journal 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Active Model Selection for Large Language Models.
CoRR
Yavuz Durmazkeser, Patrik Okanovic, Andreas Kirsch, Torsten Hoefler, Nezihe Merve Gürel
2025 A conf
All models are wrong, some are useful: Model Selection with Limited Labels.
AISTATS
Patrik Okanovic, Andreas Kirsch, Jannes Kasper, Torsten Hoefler, Andreas Krause, Nezihe Merve Gürel
2025 J jnl
BLaST: High Performance Inference and Pretraining using BLock Sparse Transformers.
CoRR
Patrik Okanovic, Sameer Deshmukh, Grzegorz Kwasniewski, Kentaro Katayama, Takumi Honda, Maciej Besta, Torsten Hoefler
2025 J jnl
Epidemiology of Large Language Models: A Benchmark for Observational Distribution Knowledge.
CoRR
Drago Plecko, Patrik Okanovic, Torsten Hoefler, Elias Bareinboim
2024 J jnl
All models are wrong, some are useful: Model Selection with Limited Labels.
CoRR
Patrik Okanovic, Andreas Kirsch, Jannes Kasper, Torsten Hoefler, Andreas Krause, Nezihe Merve Gürel
2024 A conf
High Performance Unstructured SpMM Computation Using Tensor Cores.
SC
Patrik Okanovic, Grzegorz Kwasniewski, Paolo Sylos Labini, Maciej Besta, Flavio Vella, Torsten Hoefler
2024 J jnl
High Performance Unstructured SpMM Computation Using Tensor Cores.
CoRR
Patrik Okanovic, Grzegorz Kwasniewski, Paolo Sylos Labini, Maciej Besta, Flavio Vella, Torsten Hoefler
2024 A* conf
Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning.
ICLR
Patrik Okanovic, Roger Waleffe, Vasilis Mageirakos, Konstantinos E. Nikolakakis, Amin Karbasi, Dionysios S. Kalogerias, Nezihe Merve Gürel, Theodoros Rekatsinas
2023 J jnl
Gated Domain Units for Multi-source Domain Generalization.
Trans. Mach. Learn. Res.
Simon Föll, Alina Dubatovka, Eugen Ernst, Siu Lun Chau, Martin Maritsch, Patrik Okanovic, Gudrun Thäter, Joachim M. Buhmann, Felix Wortmann, Krikamol Muandet
2023 J jnl
Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning.
CoRR
Patrik Okanovic, Roger Waleffe, Vasilis Mageirakos, Konstantinos E. Nikolakakis, Amin Karbasi, Dionysios S. Kalogerias, Nezihe Merve Gürel, Theodoros Rekatsinas
2022 J jnl
Gated Domain Units for Multi-source Domain Generalization.
CoRR
Simon Föll, Alina Dubatovka, Eugen Ernst, Martin Maritsch, Patrik Okanovic, Gudrun Thäter, Joachim M. Buhmann, Felix Wortmann, Krikamol Muandet