1 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 1 cited
Understanding Global Loss Landscape of One-hidden-layer ReLU Networks, Part 2: Experiments and Analysis
Bo Liu
The existence of local minima for one-hidden-layer ReLU networks has been investigated theoretically in [8]. Based on the theory, in this paper, we first analyze how big the probab…
cs.LG2020★ 1 cited
Some Geometrical and Topological Properties of DNNs' Decision Boundaries
Bo Liu, Mengya Shen
Geometry and topology of decision regions are closely related with classification performance and robustness against adversarial attacks. In this paper, we use differential geometr…