Amir Zandieh
Amir Zandieh
Max Planck Institute - Informatics
Vahvistettu sähköpostiosoite verkkotunnuksessa mpi-inf.mpg.de - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
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
1042017
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
502018
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
362020
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
222019
Dimension-independent sparse fourier transform
M Kapralov, A Velingker, A Zandieh
Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete …, 2019
202019
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
152017
Near input sparsity time kernel embeddings via adaptive sampling
D Woodruff, A Zandieh
International Conference on Machine Learning, 10324-10333, 2020
102020
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
6*2020
Efficiently Learning Fourier Sparse Set Functions.
A Amrollahi, A Zandieh, M Kapralov, A Krause
NeurIPS, 15094-15103, 2019
52019
Sparse Fourier Transform by traversing Cooley-Tukey FFT computation graphs
K Bringmann, M Kapralov, M Makarov, V Nakos, A Yagudin, A Zandieh
arXiv preprint arXiv:2107.07347, 2021
2021
Scaling Neural Tangent Kernels via Sketching and Random Features
A Zandieh, I Han, H Avron, N Shoham, C Kim, J Shin
arXiv preprint arXiv:2106.07880, 2021
2021
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
THL4
M Elias, GA Gluch, M Kapralov, A Kumar, M Makarov, A Mousavifar, ...
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Artikkelit 1–14