Hayoung Choi

According to our database, Hayoung Choi authored at least 21 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Improved weight initialization for deep and narrow feedforward neural network.

Hyunwoo Lee, Yunho Kim, Seungyeop Yang, Hayoung Choi

CoRR, 2023

2022

Algorithm Unrolling for Massive Access via Deep Neural Networks With Theoretical Guarantee.

Yandong Shi, Hayoung Choi, Yuanming Shi, Yong Zhou

IEEE Trans. Wirel. Commun., 2022

Sparse and Low-Rank Optimization for Pliable Index Coding via Alternating Projection.

Min Fu, Tao Jiang, Hayoung Choi, Yong Zhou, Yuanming Shi

IEEE Trans. Commun., 2022

Choice of an initial guess for Newton's method to solve nonlinear differential equations.

Hayoung Choi, Sang Dong Kim, Byeong-Chun Shin

Comput. Math. Appl., 2022

Hardware-Efficient Barrel Shifter Design Using Customized Dynamic Logic Based MUX.

Dain Chon, Yoojeong Yang, Hayoung Choi, Woong Choi

Proceedings of the 19th International SoC Design Conference, 2022

2021

Large-Scale Beamforming for Massive MIMO via Randomized Sketching.

Hayoung Choi, Tao Jiang, Yuanming Shi, Xuan Liu, Yong Zhou, Khaled B. Letaief

IEEE Trans. Veh. Technol., 2021

Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee.

Yandong Shi, Hayoung Choi, Yuanming Shi, Yong Zhou

CoRR, 2021

2020

An Algebraic-Geometric Approach for Linear Regression Without Correspondences.

Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi

IEEE Trans. Inf. Theory, 2020

Catalan-like number sequences and Hausdorff moment sequences.

Hayoung Choi, Yeong-Nan Yeh, Seonguk Yoo

Discret. Math., 2020

2019

Large-Scale Beamforming for Massive MIMO via Randomized Sketching.

Hayoung Choi, Tao Jiang, Yuanming Shi

CoRR, 2019

Comparing large-scale graphs based on quantum probability theory.

Hayoung Choi, Hosoo Lee, Yifei Shen, Yuanming Shi

Appl. Math. Comput., 2019

Algebraically-initialized Expectation Maximization for Header-free Communication.

Liangzu Peng, Xuming Song, Manolis C. Tsakiris, Hayoung Choi, Laurent Kneip, Yuanming Shi

Proceedings of the IEEE International Conference on Acoustics, 2019

Randomized Sketching Based Beamforming for Massive MIMO.

Hayoung Choi, Tao Jiang, Weijing Li, Yuanming Shi

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

Fast Computing von Neumann Entropy for Large-scale Graphs via Quadratic Approximations.

Hayoung Choi, Jinglian He, Hang Hu, Yuanming Shi

CoRR, 2018

An Algebraic-Geometric Approach to Shuffled Linear Regression.

Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi

CoRR, 2018

Innovation Topic Analysis of Technology: The Case of Augmented Reality Patents.

Hayoung Choi, Seunghyun Oh, Sungchul Choi, Janghyeok Yoon

IEEE Access, 2018

Permuted Linear Model for Header-Free Communication via Symmetric Polynomials.

Xuming Song, Hayoung Choi, Yuanming Shi

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Comparing Massive Networks via Moment Matrices.

Hayoung Choi, Yifei Shen, Yuanming Shi

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

TCEP: Traffic Consolidation for Energy-Proportional High-Radix Networks.

Gwangsun Kim, Hayoung Choi, John Kim

Proceedings of the 45th ACM/IEEE Annual International Symposium on Computer Architecture, 2018

Randomized Method for Estimating the Von Neumann Entropy of Large-Scale Density Matrices.

Hayoung Choi, Xuming Song, Yuanming Shi

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017

Semantic virtualization for Edge-IoT cloud: issues and challenges.

Si Young Jang, Hayoung Choi, Yoonhyung Lee, Byoungheon Shin, Dongman Lee

Proceedings of the 2nd Workshop on Cloud-Assisted Networking, 2017