35 citations · 116 across the 24 of their papers we have counts for
5 papers · 1 filter
Carbon Price Forecasting with Quantile Regression and Feature Selection
Tianqi Pang, Kehui Tan, Chenyou Fan
Carbon futures has recently emerged as a novel financial asset in the trading markets such as the European Union and China. Monitoring the trend of the carbon price has become crit…
Learn2Agree: Fitting with Multiple Annotators without Objective Ground Truth
Chongyang Wang, Yuan Gao, Chenyou Fan +4
The annotation of domain experts is important for some medical applications where the objective ground truth is ambiguous to define, e.g., the rehabilitation for some chronic disea…
Federated Few-Shot Learning with Adversarial Learning
Chenyou Fan, Jianwei Huang
We are interested in developing a unified machine learning model over many mobile devices for practical learning tasks, where each device only has very few training data. This is a…
Projection Robust Wasserstein Distance and Riemannian Optimization
Tianyi Lin, Chenyou Fan, Nhat Ho +2
Projection robust Wasserstein (PRW) distance, or Wasserstein projection pursuit (WPP), is a robust variant of the Wasserstein distance. Recent work suggests that this quantity is m…
Federated Generative Adversarial Learning
Chenyou Fan, Ping Liu
This work studies training generative adversarial networks under the federated learning setting. Generative adversarial networks (GANs) have achieved advancement in various real-wo…