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Andisheh Amrollahi
Andisheh Amrollahi
ETH Zürich
Verified email at ethz.ch
Title
Cited by
Cited by
Year
Efficiently learning Fourier sparse set functions
A Amrollahi, A Zandieh, M Kapralov, A Krause
Advances in Neural Information Processing Systems 32, 2019
182019
Learning set functions that are sparse in non-orthogonal Fourier bases
C Wendler, A Amrollahi, B Seifert, A Krause, M Püschel
Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 10283 …, 2021
112021
Instance-wise algorithm configuration with graph neural networks
R Valentin, C Ferrari, J Scheurer, A Amrollahi, C Wendler, MB Paulus
arXiv preprint arXiv:2202.04910, 2022
82022
A scalable Walsh-Hadamard regularizer to overcome the low-degree spectral bias of neural networks
A Gorji, A Amrollahi, A Krause
Uncertainty in Artificial Intelligence, 723-733, 2023
12023
Amortized SHAP values via sparse Fourier function approximation
A Gorji, A Amrollahi, A Krause
arXiv preprint arXiv:2410.06300, 2024
2024
Spectral Bias in Supervised Learning
A Amrollahi
ETH Zurich, 2023
2023
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Articles 1–6