Hayoung Choi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 24

Top Topics

Probability Theory

Top Venues

IEEE Trans. Inf. Theory

IEEE Trans. Veh. Technol.

Publications

Jeong-Hoon Ju, Taehyeong Kim, Yeongrak Kim, Hayoung Choi
Geometric mean for T-positive definite tensors and associated Riemannian geometry. CoRR (2024)
Hyunwoo Lee, Yunho Kim, Seungyeop Yang, Hayoung Choi
Improved weight initialization for deep and narrow feedforward neural network. Neural Networks 176 (2024)
Hyunwoo Lee, Yunho Kim, Seungyeop Yang, Hayoung Choi
Improved weight initialization for deep and narrow feedforward neural network. CoRR (2023)
Min Fu, Tao Jiang, Hayoung Choi, Yong Zhou, Yuanming Shi
Sparse and Low-Rank Optimization for Pliable Index Coding via Alternating Projection. IEEE Trans. Commun. 70 (6) (2022)
Yandong Shi, Hayoung Choi, Yuanming Shi, Yong Zhou
Algorithm Unrolling for Massive Access via Deep Neural Networks With Theoretical Guarantee. IEEE Trans. Wirel. Commun. 21 (2) (2022)
Hayoung Choi, Sang Dong Kim, Byeong-Chun Shin
Choice of an initial guess for Newton's method to solve nonlinear differential equations. Comput. Math. Appl. 117 (2022)
Dain Chon, Yoojeong Yang, Hayoung Choi, Woong Choi
Hardware-Efficient Barrel Shifter Design Using Customized Dynamic Logic Based MUX. ISOCC (2022)
Hayoung Choi, Tao Jiang, Yuanming Shi, Xuan Liu, Yong Zhou, Khaled B. Letaief
Large-Scale Beamforming for Massive MIMO via Randomized Sketching. IEEE Trans. Veh. Technol. 70 (5) (2021)
Yandong Shi, Hayoung Choi, Yuanming Shi, Yong Zhou
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee. CoRR (2021)
Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi
An Algebraic-Geometric Approach for Linear Regression Without Correspondences. IEEE Trans. Inf. Theory 66 (8) (2020)
Hayoung Choi, Yeong-Nan Yeh, Seonguk Yoo
Catalan-like number sequences and Hausdorff moment sequences. Discret. Math. 343 (5) (2020)
Hayoung Choi, Tao Jiang, Yuanming Shi
Large-Scale Beamforming for Massive MIMO via Randomized Sketching. CoRR (2019)
Hayoung Choi, Tao Jiang, Weijing Li, Yuanming Shi
Randomized Sketching Based Beamforming for Massive MIMO. GLOBECOM (2019)
Hayoung Choi, Hosoo Lee, Yifei Shen, Yuanming Shi
Comparing large-scale graphs based on quantum probability theory. Appl. Math. Comput. 358 (2019)
Liangzu Peng, Xuming Song, Manolis C. Tsakiris, Hayoung Choi, Laurent Kneip, Yuanming Shi
Algebraically-initialized Expectation Maximization for Header-free Communication. ICASSP (2019)
Hayoung Choi, Seunghyun Oh, Sungchul Choi, Janghyeok Yoon
Innovation Topic Analysis of Technology: The Case of Augmented Reality Patents. IEEE Access 6 (2018)
Hayoung Choi, Xuming Song, Yuanming Shi
Randomized Method for Estimating the Von Neumann Entropy of Large-Scale Density Matrices. GlobalSIP (2018)
Hayoung Choi, Jinglian He, Hang Hu, Yuanming Shi
Fast Computing von Neumann Entropy for Large-scale Graphs via Quadratic Approximations. CoRR (2018)
Hayoung Choi, Hosoo Lee, Yifei Shen, Yuanming Shi
Comparing large-scale graphs based on quantum probability theory. CoRR (2018)
Gwangsun Kim, Hayoung Choi, John Kim
TCEP: Traffic Consolidation for Energy-Proportional High-Radix Networks. ISCA (2018)
Hayoung Choi, Yifei Shen, Yuanming Shi
Comparing Massive Networks via Moment Matrices. ISIT (2018)
Xuming Song, Hayoung Choi, Yuanming Shi
Permuted Linear Model for Header-Free Communication via Symmetric Polynomials. ISIT (2018)
Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi
An Algebraic-Geometric Approach to Shuffled Linear Regression. CoRR (2018)
Si Young Jang, Hayoung Choi, Yoonhyung Lee, Byoungheon Shin, Dongman Lee
Semantic virtualization for Edge-IoT cloud: issues and challenges. CAN@CoNEXT (2017)