4 citations · 9 across the 14 of their papers we have counts for
Showing 2020Show all
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cs.LG2020★ 4 cited
Towards an Understanding of Residual Networks Using Neural Tangent Hierarchy (NTH)
Yuqing Li, Tao Luo, Nung Kwan Yip
Gradient descent yields zero training loss in polynomial time for deep neural networks despite non-convex nature of the objective function. The behavior of network in the infinite…
math.CA2020★ 2 cited
Energy Scaling and Asymptotic Properties of One-Dimensional Discrete System with Generalized Lennard--Jones Interaction
Tao Luo, Yang Xiang, Nung Kwan Yip
It is well known that elastic effects can cause surface instability. In this paper, we analyze a one-dimensional discrete system which can reveal pattern formation mechanism resemb…
math.PR2020
Infinite server queues in a random fast oscillatory environment
Harsha Honnappa, Yiran Liu, Samy Tindel +1
In this paper, we consider a infinite server queueing model in a random environment. More specifically, the arrival rate in our server is modeled as a highly fluct…