Insu Choi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Reduced Dimensionality

Financial Markets

Top Venues

Publications

Insu Choi, Woosung Koh, Bonwoo Koo, Woo Chang Kim
Network-based exploratory data analysis and explainable three-stage deep clustering for financial customer profiling. Eng. Appl. Artif. Intell. 128 (2024)
Insu Choi, Woosung Koh, Gimin Kang, Yuntae Jang, Woo Chang Kim
Encoding Temporal Statistical-space Priors via Augmented Representation. CoRR (2024)
Insu Choi, Woo Chang Kim
Enhancing Exchange-Traded Fund Price Predictions: Insights from Information-Theoretic Networks and Node Embeddings. Entropy 26 (1) (2024)
Insu Choi, Woo Chang Kim
An Iridescent Insights of Statistical Interdependencies of Financial Markets. BigComp (2024)
Insu Choi, Jae-Youn Hong, JaeHwa Jeon, Joon-Sung Yang
RQ-DNN: Reliable Quantization for Fault-tolerant Deep Neural Networks. DAC (2023)
Woosung Koh, Insu Choi, Yuntae Jang, Gimin Kang, Woo Chang Kim
Curriculum Learning and Imitation Learning for Model-free Control on Financial Time-series. CoRR (2023)
JaeHwa Jeon, Jae-Youn Hong, Sunghoon Kim, Insu Choi, Joon-Sung Yang
PIE-DRAM: Postponing IECC to Enhance DRAM performance with access table. DAC (2023)
Suyong Lee, Insu Choi, Joon-Sung Yang
Bipolar vector classifier for fault-tolerant deep neural networks. DAC (2022)
Insu Choi, Woo Chang Kim
Detecting and Analyzing Politically-Themed Stocks Using Text Mining Techniques and Transfer Entropy - Focus on the Republic of Korea's Case. Entropy 23 (6) (2021)
Changmin Lee, Wonjae Shin, Dae Jeong Kim, Yongjun Yu, Sung-Joon Kim, Taekyeong Ko, Deokho Seo, Jongmin Park, Kwanghee Lee, Seongho Choi, Namhyung Kim, Vishak G, Arun George, Vishwas V, Donghun Lee, Kang-Woo Choi, Changbin Song, Dohan Kim, Insu Choi, Ilgyu Jung, Yong Ho Song, Jinman Han
NVDIMM-C: A Byte-Addressable Non-Volatile Memory Module for Compatibility with Standard DDR Memory Interfaces. HPCA (2020)