10 citations · 14 across the 3 of their papers we have counts for
5 papers
Effective equidistribution of polynomial trajectories in
Hao Xing
For a fixed matrix-polynomial trajectory in , we give a necessary and sufficient intrinsic Diophantine condition for…
CaliMatch: Adaptive Calibration for Improving Safe Semi-supervised Learning
Jinsoo Bae, Seoung Bum Kim, Hyungrok Do
Semi-supervised learning (SSL) uses unlabeled data to improve the performance of machine learning models when labeled data is scarce. However, its real-world applications often fac…
Fair Generalized Linear Models with a Convex Penalty
Hyungrok Do, Preston Putzel, Axel Martin +2
Despite recent advances in algorithmic fairness, methodologies for achieving fairness with generalized linear models (GLMs) have yet to be explored in general, despite GLMs being w…
Joint Fairness Model with Applications to Risk Predictions for Under-represented Populations
Hyungrok Do, Shinjini Nandi, Preston Putzel +2
In data collection for predictive modeling, under-representation of certain groups, based on gender, race/ethnicity, or age, may yield less-accurate predictions for these groups. R…
Clear the Fog: Combat Value Assessment in Incomplete Information Games with Convolutional Encoder-Decoders
Hyungu Kahng, Yonghyun Jeong, Yoon Sang Cho +12
StarCraft, one of the most popular real-time strategy games, is a compelling environment for artificial intelligence research for both micro-level unit control and macro-level stra…