68 citations · 69 across the 2 of their papers we have counts for
2 papers
cs.LG2016★ 1 cited
Toward Implicit Sample Noise Modeling: Deviation-driven Matrix Factorization
Guang-He Lee, Shao-Wen Yang, Shou-De Lin
The objective function of a matrix factorization model usually aims to minimize the average of a regression error contributed by each element. However, given the existence of stoch…
cs.LG2015★ 68 cited
Cost-aware Pre-training for Multiclass Cost-sensitive Deep Learning
Yu-An Chung, Hsuan-Tien Lin, Shao-Wen Yang
Deep learning has been one of the most prominent machine learning techniques nowadays, being the state-of-the-art on a broad range of applications where automatic feature extractio…