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stat.ML2023
Robust Transfer Learning with Unreliable Source Data
Jianqing Fan, Cheng Gao, Jason M. Klusowski
This paper addresses challenges in robust transfer learning stemming from ambiguity in Bayes classifiers and weak transferable signals between the target and source distribution. W…
math.ST2023
Hidden Clique Inference in Random Ising Model I: the planted random field Curie-Weiss model
Yihan He, Han Liu, Jianqing Fan
We study the problem of testing and recovering the hidden -clique Ferromagnetic correlation in the planted Random Field Curie-Weiss model (a.k.a. the pRFCW model). The pRFCW mod…