8 citations · 19 across the 7 of their papers we have counts for
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cs.LG2019
Graph Attention Auto-Encoders
Amin Salehi, Hasan Davulcu
Auto-encoders have emerged as a successful framework for unsupervised learning. However, conventional auto-encoders are incapable of utilizing explicit relations in structured data…
cs.LG2019★ 5 cited
Leveraging Uncertainty in Deep Learning for Selective Classification
Mehmet Yigit Yildirim, Mert Ozer, Hasan Davulcu
The wide and rapid adoption of deep learning by practitioners brought unintended consequences in many situations such as in the infamous case of Google Photos' racist image recogni…
cs.LG2014★ 2 cited
Orthogonal Rank-One Matrix Pursuit for Low Rank Matrix Completion
Zheng Wang, Ming-Jun Lai, Zhaosong Lu +3
In this paper, we propose an efficient and scalable low rank matrix completion algorithm. The key idea is to extend orthogonal matching pursuit method from the vector case to the m…