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| NO | Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date) |
|---|---|
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| Asymptotic vanishing of syzygies of algebraic varieties Park, Jinhyung, Communications of the American Mathematical Society, v.2, no.3, pp.133 - 148, 2022-06 | |
| 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 matryoshka structure of higher secant varieties and the generalized Bronowski's conjecture Choe, Junho; Kwak, Sijong, ADVANCES IN MATHEMATICS, v.406, pp.1 - 9, 2022-09 | |
| A classification of the automorphism groups of polarized abelian threefolds over finite fields Hwang, WonTae; Im, Bo-Hae; Kim, Hansol, FINITE FIELDS AND THEIR APPLICATIONS, v.83, 2022-10 | |
| Diffusion with a Discontinuous Potential: a Non-Linear Semigroup Approach Kim, Yong-Jung; Slemrod, Marshall, ANALYSIS IN THEORY AND APPLICATIONS, v.37, no.2, pp.178 - 190, 2021 |
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