Learning Polynomial Transformations via Generalized Tensor Decompositions

Author:

Chen Sitan1,Li Jerry2,Li Yuanzhi3,Zhang Anru R.4

Affiliation:

1. University of California at Berkeley, Berkeley, USA / Harvard University, USA

2. Microsoft Research, USA

3. Microsoft Research, USA / Carnegie Mellon University, USA

4. Duke University, USA

Funder

National Science Foundation

Publisher

ACM

Reference108 articles.

1. Jayadev Acharya Ashkan Jafarpour Alon Orlitsky and Ananda Theertha Suresh. 2014. Near-optimal-sample estimators for spherical gaussian mixtures. arXiv preprint arXiv:1402.4746. Jayadev Acharya Ashkan Jafarpour Alon Orlitsky and Ananda Theertha Suresh. 2014. Near-optimal-sample estimators for spherical gaussian mixtures. arXiv preprint arXiv:1402.4746.

2. On Spectral Learning of Mixtures of Distributions

3. Zeyuan Allen-Zhu and Yuanzhi Li. 2021. Forward Super-Resolution: How Can GANs Learn Hierarchical Generative Models for Real-World Distributions. arXiv preprint arXiv:2106.02619. Zeyuan Allen-Zhu and Yuanzhi Li. 2021. Forward Super-Resolution: How Can GANs Learn Hierarchical Generative Models for Real-World Distributions. arXiv preprint arXiv:2106.02619.

4. Joseph Anderson , Mikhail Belkin , Navin Goyal , Luis Rademacher , and James Voss . 2014 . The more, the merrier: the blessing of dimensionality for learning large Gaussian mixtures . In Conference on Learning Theory. 1135–1164 . Joseph Anderson, Mikhail Belkin, Navin Goyal, Luis Rademacher, and James Voss. 2014. The more, the merrier: the blessing of dimensionality for learning large Gaussian mixtures. In Conference on Learning Theory. 1135–1164.

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