Andisheh Amrollahi

According to our database, Andisheh Amrollahi authored at least 6 papers between 2019 and 2024.

Collaborative distances:

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

2024

Amortized SHAP values via sparse Fourier function approximation.

Ali Gorji, Andisheh Amrollahi, Andreas Krause

CoRR, 2024

2023

Spectral Bias in Supervised Learning.

Andisheh Amrollahi

PhD thesis, 2023

A scalable Walsh-Hadamard regularizer to overcome the low-degree spectral bias of neural networks.

Ali Gorji, Andisheh Amrollahi, Andreas Krause

Proceedings of the Uncertainty in Artificial Intelligence, 2023

2022

Instance-wise algorithm configuration with graph neural networks.

Romeo Valentin, Claudio Ferrari, Jérémy Scheurer, Andisheh Amrollahi, Chris Wendler, Max B. Paulus

CoRR, 2022

2021

Learning Set Functions that are Sparse in Non-Orthogonal Fourier Bases.

Chris Wendler, Andisheh Amrollahi, Bastian Seifert, Andreas Krause, Markus Püschel

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

Efficiently Learning Fourier Sparse Set Functions.

Andisheh Amrollahi, Amir Zandieh, Michael Kapralov, Andreas Krause

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019