1 citations · 1 across the 4 of their papers we have counts for
5 papers
Classification with Abstention Under Class-Conditional Error Constraints
Mohammadreza M. Kalan, Yuyang Deng, Sanaz Hamidi
We study binary classification with abstention under separate class-conditional error constraints, with the objective of minimizing abstention while keeping both errors below presc…
Neyman-Pearson Classification under Both Null and Alternative Distributions Shift
Mohammadreza M. Kalan, Yuyang Deng, Eitan J. Neugut +1
We consider the problem of transfer learning in Neyman-Pearson classification, where the objective is to minimize the error w.r.t. a distribution , subject to the constraint t…
Mixed-Sample SGD: an End-to-end Analysis of Supervised Transfer Learning
Yuyang Deng, Samory Kpotufe
Theoretical works on supervised transfer learning (STL) -- where the learner has access to labeled samples from both source and target distributions -- have for the most part focus…
Collaborative Learning with Different Labeling Functions
Yuyang Deng, Mingda Qiao
We study a variant of Collaborative PAC Learning, in which we aim to learn an accurate classifier for each of the data distributions, while minimizing the number of samples dra…
Early ChatGPT User Portrait through the Lens of Data
Yuyang Deng, Ni Zhao, Xin Huang
Since its launch, ChatGPT has achieved remarkable success as a versatile conversational AI platform, drawing millions of users worldwide and garnering widespread recognition across…