Dale Kim

Structure Learning of Latent Factors via Clique Search on Correlation Thresholded Graphs

Despite the widespread application of latent factor analysis, existing methods suffer from the following weaknesses: requiring the number of factors to be known, lack of theoretical guarantees for learning the model structure, and nonidentifiability of the parameters due to rotation invariance prope…