10 citations · 11 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 1 cited
On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds
Ming Jin, Vanshaj Khattar, Harshal Kaushik +2
We study the expressibility and learnability of convex optimization solution functions and their multi-layer architectural extension. The main results are: \emph{(1)} the class of…
eess.SP2022
Variational Bayesian Inference Clustering Based Joint User Activity and Data Detection for Grant-Free Random Access in mMTC
Zhaoji Zhang, Qinghua Guo, Ying Li +2
Tailor-made for massive connectivity and sporadic access, grant-free random access has become a promising candidate access protocol for massive machine-type communications (mMTC).…
physics.optics2021★ 10 cited
Sub-milliwatt, widely-tunable coherent microcomb generation with feedback-free operation
Haowen Shu, Lin Chang, Chenghao Lao +11
Microcombs are revolutionizing optoelectronics by providing parallelized, mutually coherent wavelength channels for time-frequency metrology and information processing. To implemen…