Chen, Jinyang; Park, Cheolwoo, Expert Systems with Applications, v.255, 2024-12
Im, Bo-Hae; Choi, SoYoung, Journal of Mathematical Analysis and Applications, v.537, no.2, 2024-09
Kim, Donggyu; Oum, Sang-il, DISCRETE APPLIED MATHEMATICS, v.351, pp.54 - 73, 2024-07
Kwak, Seung Woo; Ahn, Jeongyoun; Lee, Jaewoo; Park, Cheolwoo, ECONOMETRICS AND STATISTICS, v.31, pp.81 - 99, 2024-07
Jo, Hyeontae; Jeon, Hong Jun; Ahn, Junseok; Jeon, Saebom; Kim, Jae Kyoung; Chung, Seockhoon, SLEEP MEDICINE, v.119, pp.312 - 318, 2024-07
Xiong, Fan; Jetson, Jillian; Park, Cheolwoo; Delcher, Chris, AMERICAN JOURNAL OF PUBLIC HEALTH, v.114, no.7, pp.1 - 9, 2024-07
Im, Bo-Hae; Choi, SoYoung, The Ramanujan Journal, v.64, pp.475 - 488, 2024-06
Kim, Woojin; Mémoli, Facundo, DISCRETE & COMPUTATIONAL GEOMETRY, v.71, pp.1276 - 1342, 2024-06
Ai, Jiangdong; Im, Seonghyuk; Kim, Jaehoon; Lee, Hyunwoo; O, Suil; Zhang, Liwen, LINEAR ALGEBRA AND ITS APPLICATIONS, v.691, pp.182 - 195, 2024-06
Lee, Sunmin; Lee, Ji Oon, JOURNAL OF APPLIED PROBABILITY, v.61, pp.385 - 400, 2024-06
Asymptotic vanishing of syzygies of algebraic varieties Park, Jinhyung, Communications of the American Mathematical Society, v.2, no.3, pp.133 - 148, 2022-06 |
NONADAPTIVE QUASI-OPTIMAL POINTS SELECTION FOR LEAST SQUARES LINEAR REGRESSION Shin, Yeonjong; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.38, no.1, pp.A385 - A411, 2016 |
CORRECTING DATA CORRUPTION ERRORS FOR MULTIVARIATE FUNCTION APPROXIMATION Shin, Yeonjong; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.38, no.4, pp.A2492 - A2511, 2016 |
On a near optimal sampling strategy for least squares polynomial regression Shin, Yeonjong; Xiu, Dongbin, JOURNAL OF COMPUTATIONAL PHYSICS, v.326, pp.931 - 946, 2016-12 |
A RANDOMIZED TENSOR QUADRATURE METHOD FOR HIGH DIMENSIONAL POLYNOMIAL APPROXIMATION Wu, Kailiang; Shin, Yeonjong; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.39, no.5, pp.A1811 - A1833, 2017 |
SPARSE APPROXIMATION USING l(1)-l(2) MINIMIZATION AND ITS APPLICATION TO STOCHASTIC COLLOCATION Yan, Liang; Shin, Yeonjong; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.39, no.1, pp.A229 - A254, 2017 |
A RANDOMIZED ALGORITHM FOR MULTIVARIATE FUNCTION APPROXIMATION Shin, Yeonjong; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.39, no.3, pp.A983 - A1002, 2017 |
Sequential function approximation with noisy data Shin, Yeonjong; Wu, Kailiang; Xiu, Dongbin, JOURNAL OF COMPUTATIONAL PHYSICS, v.371, pp.363 - 381, 2018-10 |
TRAINABILITY OF ReLU NETWORKS AND DATA-DEPENDENT INITIALIZATION Shin, Yeonjong; Karniadakis, George Em, Journal of Machine Learning for Modeling and Computing, v.1, no.1, pp.39 - 74, 2020 |
Dying ReLU and Initialization: Theory and Numerical Examples Lu, Lu; Shin, Yeonjong; Su, Yanhui; Karniadakis, George Em, COMMUNICATIONS IN COMPUTATIONAL PHYSICS, v.28, no.5, pp.1671 - 1706, 2020-11 |
On the Convergence of Physics Informed Neural Networks for Linear Second-Order Elliptic and Parabolic Type PDEs Shin, Yeonjong; Darbon, Jerome; Karniadakis, George Em, COMMUNICATIONS IN COMPUTATIONAL PHYSICS, v.28, no.5, pp.2042 - 2074, 2020-11 |
PLATEAU PHENOMENON IN GRADIENT DESCENT TRAINING OF RELU NETWORKS: EXPLANATION, QUANTIFICATION, AND AVOIDANCE Ainsworth, Mark; Shin, Yeonjong, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.43, no.5, pp.A3438 - A3468, 2021 |
Identification of Corrupted Data via k-Means Clustering for Function Approximation Hou, Jun; Shin, Yeonjong; Xiu, Dongbin, CSIAM TRANSACTIONS ON APPLIED MATHEMATICS, v.2, no.1, pp.81 - 107, 2021-03 |
Effects of depth, width, and initialization: A convergence analysis of layer-wise training for deep linear neural networks Shin, Yeonjong, ANALYSIS AND APPLICATIONS, v.20, no.01, pp.73 - 119, 2022-01 |
GFINNs: GENERIC formalism informed neural networks for deterministic and stochastic dynamical systems Zhang, Zhen; Shin, Yeonjong; Karniadakis, George Em, PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, v.380, no.2229, 2022-08 |
FOLIATIONS FROM LEFT ORDERS Baik, Hyungryul; Hensel, Sebastian; Wu, Chenxi, JOURNAL OF THE KOREAN MATHEMATICAL SOCIETY, v.59, no.4, pp.699 - 715, 2022-07 |
A note on the four-dimensional clasp number of knots Feller, Peter; Park, Junghwan, MATHEMATICAL PROCEEDINGS OF THE CAMBRIDGE PHILOSOPHICAL SOCIETY, v.173, no.1, pp.213 - 226, 2022-07 |
MEAN VALUES OF DERIVATIVES OF L-FUNCTIONS IN EVEN CHARACTERISTIC Bae, Sunghan; Jung, Hwanyup, BULLETIN OF THE KOREAN MATHEMATICAL SOCIETY, v.59, no.2, pp.431 - 452, 2022 |
Leray numbers of complexes of graphs with bounded matching number Holmsen, Andreas F.; Lee, Seunghun, JOURNAL OF COMBINATORIAL THEORY SERIES A, v.189, 2022-07 |
A zero-inflated non-negative matrix factorization for the deconvolution of mixed signals of biological data Kong, Yixin; Kozik, Ariangela; Nakatsu, Cindy H.; Jones-Hall, Yava L.; Chun, Hyonho, INTERNATIONAL JOURNAL OF BIOSTATISTICS, v.18, no.1, pp.203 - 218, 2022-06 |
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