Spectral Methods for Supervised Topic Models

By Yining Wang, Jun Zhu. 2014

29 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Yining Wang
2. Anima Anandkumar
3. Kamyar Azizzadenesheli
4. Rong Ge
5. Yuanzhi Li
6. Sanjeev Arora
7. Daniel J. Hsu
8. Jacob Steinhardt

Citations in the corpus

• Beyond CCA: Moment Matching for Multi-View Models (2016, neutral): “Given that K sources are i.i.d. standard normal random variables, α ∼ N (0 , I K ) , the Gaussian CCA model is given by where the matrices Ψ 1 ∈ R M 1 × M 1 and Ψ 2 ∈ R M 2 × M 2 are positive semi-definite.”
• Online and Differentially-Private Tensor Decomposition (2016, methodology): “Keywords: Tensor decomposition, tensor power method, online methods, streaming, differential privacy, perturbation analysis.”