Yu-Jui Huang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 22

Top Topics

Asymptotic Optimality

Change Detection

Machine Learning

Top Venues

SIAM J. Control. Optim.

Finance Stochastics

Publications

Zachariah Malik, Yu-Jui Huang
A Differential Equation Approach for Wasserstein GANs and Beyond. CoRR (2024)
Ming-Chuan Chiu, Yu-Jui Huang, Chia-Jung Wei
Enhancing SMEs digital transformation through machine learning: A framework for adaptive quality prediction. J. Ind. Inf. Integr. 41 (2024)
Yu-Jui Huang, Zachariah Malik
Generative Modeling by Minimizing the Wasserstein-2 Loss. CoRR (2024)
Yu-Jui Huang, Shih-Chun Lin, Yu-Chih Huang, Kuan-Hui Lyu, Hsin-Hua Shen, Wan-Yi Sabrina Lin
On characterizing optimal Wasserstein GAN solutions for non-Gaussian data. ISIT (2023)
Ming-Chuan Chiu, Yu-Jui Huang
Applying Hybrid Machine Learning Models to Assist Small and Medium Enterprises in Achieving Quality Prediction and Adaptive Digital Transformation: A Case Study of Injection Molding Industry. TE (2023)
Yu-Jui Huang, Yuchong Zhang
GANs as Gradient Flows that Converge. J. Mach. Learn. Res. 24 (2023)
Paolo Guasoni, Yu-Jui Huang
Minimizing the Repayment Cost of Federal Student Loans. SIAM Rev. 64 (3) (2022)
Yu-Jui Huang, Yuchong Zhang
GANs as Gradient Flows that Converge. CoRR (2022)
Yu-Jui Huang, Zhou Zhou
Strong and Weak Equilibria for Time-Inconsistent Stochastic Control in Continuous Time. Math. Oper. Res. 46 (2) (2021)
Paolo Guasoni, Yu-Jui Huang, Saeed Khalili
Short Communication: American Student Loans: Repayment and Valuation. SIAM J. Financial Math. 12 (2) (2021)
Joshua Aurand, Yu-Jui Huang
Mortality and Healthcare: A Stochastic Control Analysis under Epstein-Zin Preferences. SIAM J. Control. Optim. 59 (5) (2021)
Yu-Chih Huang, Yu-Jui Huang, Shih-Chun Lin
Asymptotic Optimality in Byzantine Distributed Quickest Change Detection. IEEE Trans. Inf. Theory 67 (9) (2021)
Yu-Jui Huang, Zhenhua Wang
Optimal Equilibria for Multidimensional Time-Inconsistent Stopping Problems. SIAM J. Control. Optim. 59 (2) (2021)
Paolo Guasoni, Yu-Jui Huang
Consumption, investment and healthcare with aging. Finance Stochastics 23 (2) (2019)
Yu-Jui Huang, Saeed Khalili
Optimal Consumption in the Stochastic Ramsey Problem without Boundedness Constraints. SIAM J. Control. Optim. 57 (2) (2019)
Yu-Chih Huang, Yu-Jui Huang, Shih-Chun Lin
Asymptotic Optimality in Byzantine Distributed Quickest Change Detection. CoRR (2019)
Yu-Jui Huang, Zhou Zhou
The Optimal Equilibrium for Time-Inconsistent Stopping Problems - The Discrete-Time Case. SIAM J. Control. Optim. 57 (1) (2019)
Yu-Chih Huang, Shih-Chun Lin, Yu-Jui Huang
A Tight Converse to the Asymptotic Performance of Byzantine Distributed Sequential Change Detection. ISIT (2019)
Yu-Jui Huang, Shih-Chun Lin, Yu-Chih Huang
On Byzantine Distributed Sequential Change Detection with Multiple Hypotheses. ISIT (2019)
Yu-Jui Huang, Adrien Nguyen Huu
Time-consistent stopping under decreasing impatience. Finance Stochastics 22 (1) (2018)
Jui-Feng Yeh, Tai-You Kuang, Yu-Jui Huang, Mei-Rong Wu
Dimensional sentiment analysis in valence-arousal for Chinese words by linear regression. IALP (2016)
Arash Fahim, Yu-Jui Huang
Model-independent superhedging under portfolio constraints. Finance Stochastics 20 (1) (2016)
Erhan Bayraktar, Yu-Jui Huang, Zhou Zhou
On Hedging American Options under Model Uncertainty. SIAM J. Financial Math. 6 (1) (2015)
Erhan Bayraktar, Yu-Jui Huang
On the Multidimensional Controller-and-Stopper Games. SIAM J. Control. Optim. 51 (2) (2013)
Yu-Jui Huang, Yin-Wei Chung, Jui-Feng Yeh
以音韻屬性偵測擷取對話語音關鍵詞之研究 (Study on Keyword Spotting using Prosodic Attribute Detection for Conversational Speech) [In Chinese]. ROCLING (2012)
Yu-Jui Huang, Ming-Chin Yen, Guan-Huei Wu, Yao-Yi Wang, Jui-Feng Yeh
結合語言模型與網路知識源於列印前檢查 (Print Pickets Combined Language Models and Knowledge Resources in Web) [In Chinese]. ROCLING (Posters) (2011)
Erhan Bayraktar, Yu-Jui Huang
On the Multi-Dimensional Controller and Stopper Games. CoRR (2010)