Amir Zandieh

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amir.zandieh@epfl.ch +41 21 693 66 43

Birth date : 07.10.1991

EPFL IC IINFCOM THL4
INJ 110 (Bâtiment INJ)
Station 14
CH-1015 Lausanne

+41 21 693 66 43
Unit: THL4
Office: INJ 110

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Administrative data

Fields of expertise

Algorithms
Machine Learning 
Compressive Sensing
Big Data

Publications

Oblivious Sketching of High-Degree Polynomial Kernels (SODA 2020)
ACM-SIAM Symposium on Discrete Algorithms (SODA 2020)
Efficiently Learning Fourier Sparse Set Functions (NeurIPS 2019)
Conference on Neural Information Processing Systems (NeurIPS 2019)
A Universal Sampling Method for Reconstructing Signals with Simple Fourier Transforms (STOC 2019)
ACM SIGACT Symposium on Theory of Computing (STOC 2019)
Random Fourier features for kernel ridge regression: Approximation bounds and statistical guarantees (ICML 2017)
International Conference on Machine Learning (ICML 2017)
Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams (ICML 2018)
International Conference on Machine Learning (ICML 2018)
Dimension-independent Sparse Fourier Transform (SODA 2019)
ACM-SIAM Symposium on Discrete Algorithms (SODA 2019)
An adaptive sublinear-time block sparse Fourier transform (STOC 2017)
ACM SIGACT Symposium on Theory of Computing (STOC 2017)