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Martin Wistuba

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Continual Learning with Low Rank Adaptation

Nov 29, 2023
Martin Wistuba, Prabhu Teja Sivaprasad, Lukas Balles, Giovanni Zappella

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Renate: A Library for Real-World Continual Learning

Apr 24, 2023
Martin Wistuba, Martin Ferianc, Lukas Balles, Cedric Archambeau, Giovanni Zappella

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Variational Boosted Soft Trees

Feb 22, 2023
Tristan Cinquin, Tammo Rukat, Philipp Schmidt, Martin Wistuba, Artur Bekasov

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Deep Power Laws for Hyperparameter Optimization

Feb 01, 2023
Arlind Kadra, Maciej Janowski, Martin Wistuba, Josif Grabocka

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Continual Learning with Transformers for Image Classification

Jun 28, 2022
Beyza Ermis, Giovanni Zappella, Martin Wistuba, Aditya Rawal, Cedric Archambeau

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Memory Efficient Continual Learning for Neural Text Classification

Mar 09, 2022
Beyza Ermis, Giovanni Zappella, Martin Wistuba, Cedric Archambeau

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Dynamic and Efficient Gray-Box Hyperparameter Optimization for Deep Learning

Feb 20, 2022
Martin Wistuba, Arlind Kadra, Josif Grabocka

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HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML

Jun 11, 2021
Sebastian Pineda Arango, Hadi S. Jomaa, Martin Wistuba, Josif Grabocka

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A Comprehensive Survey on Hardware-Aware Neural Architecture Search

Jan 22, 2021
Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smail Niar, Martin Wistuba, Naigang Wang

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