449 citations · 597 across the 16 of their papers we have counts for
26 papers
FastAD: Expression Template-Based C++ Library for Fast and Memory-Efficient Automatic Differentiation
James Yang
Automatic differentiation is a set of techniques to efficiently and accurately compute the derivative of a function represented by a computer program. Existing C++ libraries for au…
Singular Perturbation of Zero-Sum Linear-Quadratic Stochastic Differential Games
Beniamin Goldys, James Yang, Zhou Zhou
We investigate a class of zero-sum linear-quadratic stochastic differential games on a finite time horizon governed by multiscale state equations. The multiscale nature of the prob…
Multiscale Linear-Quadratic Stochastic Optimal Control With Multiplicative Noise
Beniamin Goldys, Gianmario Tessitore, James Yang +1
We investigate the asymptotic properties of a finite-time horizon linear-quadratic optimal control problem driven by a multiscale stochastic process with multiplicative Brownian no…
A Review of Semi Supervised Learning Theories and Recent Advances
Enmei Tu, Jie Yang
Semi-supervised learning, which has emerged from the beginning of this century, is a new type of learning method between traditional supervised learning and unsupervised learning.…
Secure Beamforming Design in Relay-Assisted Internet of Things
Pingmu Huang, Yunqin Hao, Tiejun Lv +3
A secure downlink transmission system which is exposed to multiple eavesdroppers and is appropriate for Internet of Things (IoT) applications is considered. A worst case scenario i…
Online PCB Defect Detector On A New PCB Defect Dataset
Sanli Tang, Fan He, Xiaolin Huang +1
Previous works for PCB defect detection based on image difference and image processing techniques have already achieved promising performance. However, they sometimes fall short be…