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ORCIDHayoung Choi
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2020 – today
- 2024
[j9]Hyunwoo Lee, Yunho Kim
, Seungyeop Yang, Hayoung Choi:
Improved weight initialization for deep and narrow feedforward neural network. Neural Networks 176: 106362 (2024)- [i9]Jeong-Hoon Ju, Taehyeong Kim, Yeongrak Kim, Hayoung Choi:
Geometric mean for T-positive definite tensors and associated Riemannian geometry. CoRR abs/2404.00255 (2024) - [i8]Taehyeong Kim, Hyungu Lee, Hayoung Choi:
Improved identification of breakpoints in piecewise regression and its applications. CoRR abs/2408.13751 (2024) - [i7]Hyunwoo Lee, Hayoung Choi, Hyunju Kim:
Robust Weight Initialization for Tanh Neural Networks with Fixed Point Analysis. CoRR abs/2410.02242 (2024) - 2023
- [i6]Hyunwoo Lee, Yunho Kim, Seungyeop Yang, Hayoung Choi:
Improved weight initialization for deep and narrow feedforward neural network. CoRR abs/2311.03733 (2023) - 2022
- [j8]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: 69-73 (2022) - [j7]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): 3708-3724 (2022) - [j6]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): 945-959 (2022) - [c8]Dain Chon, Yoojeong Yang, Hayoung Choi, Woong Choi:
Hardware-Efficient Barrel Shifter Design Using Customized Dynamic Logic Based MUX. ISOCC 2022: 59-60 - 2021
- [j5]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): 4669-4681 (2021) - [i5]Yandong Shi, Hayoung Choi, Yuanming Shi, Yong Zhou:
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee. CoRR abs/2106.10426 (2021) - 2020
- [j4]Hayoung Choi, Yeong-Nan Yeh, Seonguk Yoo:
Catalan-like number sequences and Hausdorff moment sequences. Discret. Math. 343(5): 111808 (2020) - [j3]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): 5130-5144 (2020)
2010 – 2019
- 2019
- [j2]Hayoung Choi, Hosoo Lee, Yifei Shen, Yuanming Shi:
Comparing large-scale graphs based on quantum probability theory. Appl. Math. Comput. 358: 1-15 (2019) - [c7]Hayoung Choi, Tao Jiang, Weijing Li, Yuanming Shi:
Randomized Sketching Based Beamforming for Massive MIMO. GLOBECOM 2019: 1-6 - [c6]Liangzu Peng, Xuming Song, Manolis C. Tsakiris, Hayoung Choi, Laurent Kneip, Yuanming Shi:
Algebraically-initialized Expectation Maximization for Header-free Communication. ICASSP 2019: 5182-5186 - [i4]Hayoung Choi, Tao Jiang, Yuanming Shi:
Large-Scale Beamforming for Massive MIMO via Randomized Sketching. CoRR abs/1903.05904 (2019) - 2018
- [j1]Hayoung Choi, Seunghyun Oh, Sungchul Choi, Janghyeok Yoon:
Innovation Topic Analysis of Technology: The Case of Augmented Reality Patents. IEEE Access 6: 16119-16137 (2018) - [c5]Hayoung Choi, Xuming Song, Yuanming Shi:
Randomized Method for Estimating the Von Neumann Entropy of Large-Scale Density Matrices. GlobalSIP 2018: 296-300 - [c4]Gwangsun Kim, Hayoung Choi, John Kim:
TCEP: Traffic Consolidation for Energy-Proportional High-Radix Networks. ISCA 2018: 712-725 - [c3]Hayoung Choi, Yifei Shen, Yuanming Shi:
Comparing Massive Networks via Moment Matrices. ISIT 2018: 656-660 - [c2]Xuming Song, Hayoung Choi, Yuanming Shi:
Permuted Linear Model for Header-Free Communication via Symmetric Polynomials. ISIT 2018: 661-665 - [i3]Hayoung Choi, Hosoo Lee, Yifei Shen, Yuanming Shi:
Comparing large-scale graphs based on quantum probability theory. CoRR abs/1807.00252 (2018) - [i2]Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi:
An Algebraic-Geometric Approach to Shuffled Linear Regression. CoRR abs/1810.05440 (2018) - [i1]Hayoung Choi, Jinglian He, Hang Hu, Yuanming Shi:
Fast Computing von Neumann Entropy for Large-scale Graphs via Quadratic Approximations. CoRR abs/1811.11087 (2018) - 2017
- [c1]Si Young Jang, Hayoung Choi, Yoonhyung Lee, Byoungheon Shin, Dongman Lee:
Semantic virtualization for Edge-IoT cloud: issues and challenges. CAN@CoNEXT 2017: 55-60
Coauthor Index
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