105 citations · 465 across the 21 of their papers we have counts for
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stat.ML2020★ 1 cited
Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers
Fan Yang, Hongyang R. Zhang, Sen Wu +2
The problem of learning one task using samples from another task is central to transfer learning. In this paper, we focus on answering the following question: when does combining t…
math.ST2020★ 1 cited
Tracy-Widom distribution for heterogeneous Gram matrices with applications in signal detection
Xiucai Ding, Fan Yang
Detection of the number of signals corrupted by high-dimensional noise is a fundamental problem in signal processing and statistics. This paper focuses on a general setting where t…