3 papers
cs.LG2025
Theoretical Analysis on how Learning Rate Warmup Accelerates Convergence
Yuxing Liu, Yuze Ge, Rui Pan +2
Learning rate warmup is a popular and practical technique in training large-scale deep neural networks. Despite the huge success in practice, the theoretical advantages of this str…
math.OC2024
On the Complexity of Finite-Sum Smooth Optimization under the Polyak-Łojasiewicz Condition
Yunyan Bai, Yuxing Liu, Luo Luo
This paper considers the optimization problem of the form , where satisfies the…
quant-ph2016
Pseudo antibunching on one single photon detector
Jianhong Shi, Yuxing Liu, Guihua Zeng
In this paper, we proposed a pseudo antibunching effect on one single photon detector. Though this pseudo antibunching effect is not a sign of the non classical properties of the l…