Amir Zandieh
Amir Zandieh
Max Planck Institute - Informatics
Adresse e-mail validée de mpi-inf.mpg.de - Page d'accueil
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Random Fourier features for kernel ridge regression: Approximation bounds and statistical guarantees
H Avron, M Kapralov, C Musco, C Musco, A Velingker, A Zandieh
International Conference on Machine Learning, 253-262, 2017
822017
Beyond -approximation for submodular maximization on massive data streams
A Norouzi-Fard, J Tarnawski, S Mitrović, A Zandieh, A Mousavifar, ...
International Conference on Machine Learning, 3829-3838, 2018
462018
Oblivious sketching of high-degree polynomial kernels
TD Ahle, M Kapralov, JBT Knudsen, R Pagh, A Velingker, DP Woodruff, ...
Proceedings of the Fourteenth Annual ACM-SIAM Symposium on Discrete …, 2020
222020
A universal sampling method for reconstructing signals with simple fourier transforms
H Avron, M Kapralov, C Musco, C Musco, A Velingker, A Zandieh
Proceedings of the 51st Annual ACM SIGACT Symposium on Theory of Computing …, 2019
172019
Dimension-independent sparse Fourier transform
M Kapralov, A Velingker, A Zandieh
Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete …, 2019
162019
An adaptive sublinear-time block sparse Fourier transform
V Cevher, M Kapralov, J Scarlett, A Zandieh
Proceedings of the 49th Annual ACM SIGACT Symposium on Theory of Computing …, 2017
112017
Near Input Sparsity Time Kernel Embeddings via Adaptive Sampling
D Woodruff, A Zandieh
International Conference on Machine Learning, 10324-10333, 2020
42020
Scaling up kernel ridge regression via locality sensitive hashing
A Zandieh, N Nouri, A Velingker, M Kapralov, I Razenshteyn
International Conference on Artificial Intelligence and Statistics, 4088-4097, 2020
4*2020
Efficiently Learning Fourier Sparse Set Functions.
A Amrollahi, A Zandieh, M Kapralov, A Krause
NeurIPS, 15094-15103, 2019
42019
Learning with Neural Tangent Kernels in Near Input Sparsity Time
A Zandieh
arXiv preprint arXiv:2104.00415, 2021
2021
Fourier Sampling in Signal Processing and Numerical Linear Algebra
A Zandieh
EPFL, 2020
2020
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