7 citations · 7 across the 3 of their papers we have counts for
3 papers
cs.LG2021
Dual Optimization for Kolmogorov Model Learning Using Enhanced Gradient Descent
Qiyou Duan, Hadi Ghauch, Taejoon Kim
Data representation techniques have made a substantial contribution to advancing data processing and machine learning (ML). Improving predictive power was the focus of previous rep…
eess.SP2020
Enhanced Beam Alignment for Millimeter Wave MIMO Systems: A Kolmogorov Model
Qiyou Duan, Taejoon Kim, Hadi Ghauch
We present an enhancement to the problem of beam alignment in millimeter wave (mmWave) multiple-input multiple-output (MIMO) systems, based on a modification of the machine learnin…
eess.SP2019★ 7 cited
Coherence Statistics of Structured Random Ensembles and Support Detection Bounds for OMP
Qiyou Duan, Taejoon Kim, Lin Dai +1
A structured random matrix ensemble that maintains constant modulus entries and unit-norm columns, often called a random phase-rotated (RPR) matrix, is considered in this paper. We…