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Saerom Park
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2020 – today
- 2024
- [c5]Yujin Choi, Jinseong Park, Hoki Kim, Jaewook Lee, Saerom Park:
Fair Sampling in Diffusion Models through Switching Mechanism. AAAI 2024: 21995-22003 - [i1]Stephen Casper, Jieun Yun, Joonhyuk Baek, Yeseong Jung, Minhwan Kim, Kiwan Kwon, Saerom Park, Hayden Moore, David Shriver, Marissa Connor, Keltin Grimes, Angus Nicolson, Arush Tagade, Jessica Rumbelow, Hieu Minh Nguyen, Dylan Hadfield-Menell:
The SaTML '24 CNN Interpretability Competition: New Innovations for Concept-Level Interpretability. CoRR abs/2404.02949 (2024) - 2023
- [j9]Junyoung Byun
, Saerom Park, Yujin Choi, Jaewook Lee
:
Efficient homomorphic encryption framework for privacy-preserving regression. Appl. Intell. 53(9): 10114-10129 (2023) - [j8]Jinseong Park, Yujin Choi, Junyoung Byun, Jaewook Lee, Saerom Park:
Efficient differentially private kernel support vector classifier for multi-class classification. Inf. Sci. 619: 889-907 (2023) - 2022
- [j7]Eunyeong Ahn
, Sunjin Kim, Saerom Park
, Jong-Uk Hou
, Daehee Jang:
Efficient Generation of Program Execution Hash. IEEE Access 10: 61707-61720 (2022) - [c4]Saerom Park, Seongmin Kim
, Yeon-sup Lim:
Fairness Audit of Machine Learning Models with Confidential Computing. WWW 2022: 3488-3499 - [c3]Saerom Park, Junyoung Byun
, Joohee Lee:
Privacy-Preserving Fair Learning of Support Vector Machine with Homomorphic Encryption. WWW 2022: 3572-3583 - 2021
- [j6]Saerom Park
, Jaewook Lee
:
Stability Analysis of Denoising Autoencoders Based on Dynamical Projection System. IEEE Trans. Knowl. Data Eng. 33(8): 3155-3159 (2021) - 2020
- [j5]Saerom Park, Junyoung Byun
, Joohee Lee
, Jung Hee Cheon, Jaewook Lee
:
HE-Friendly Algorithm for Privacy-Preserving SVM Training. IEEE Access 8: 57414-57425 (2020) - [c2]Sungyoon Lee, Jaewook Lee, Saerom Park:
Lipschitz-Certifiable Training with a Tight Outer Bound. NeurIPS 2020
2010 – 2019
- 2019
- [j4]Saerom Park, Woojin Lee
, Jaewook Lee:
Learning of indiscriminate distributions of document embeddings for domain adaptation. Intell. Data Anal. 23(4): 779-797 (2019) - [j3]Saerom Park, Jaewook Lee, Kyoungok Kim:
Semi-supervised distributed representations of documents for sentiment analysis. Neural Networks 119: 139-150 (2019) - [c1]Saerom Park, Jaewook Lee, Jung Hee Cheon, Juhee Lee, Jaeyun Kim, Junyoung Byun:
Security-preserving Support Vector Machine with Fully Homomorphic Encryption. SafeAI@AAAI 2019 - 2018
- [j2]Junghoon Hah, Woojin Lee
, Jaewook Lee, Saerom Park
:
Information-Based Boundary Equilibrium Generative Adversarial Networks with Interpretable Representation Learning. Comput. Intell. Neurosci. 2018: 6465949:1-6465949:14 (2018) - [j1]Youngdoo Son
, Sujee Lee, Saerom Park, Jaewook Lee:
Learning representative exemplars using one-class Gaussian process regression. Pattern Recognit. 74: 185-197 (2018)
Coauthor Index
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