Chris (Yuhao) Liu
yliu298 [at] ucsc [dot] edu
I am a MSc student in Computer Science and Engineering at
the University of
California, Santa
Cruz. I am also a
researcher at Professor Jeffrey
Flanigan's lab, a place where I have enjoyed working for the last two and a half years. I will
apply for PhD in Fall 2022.
My research interests broadly lie in {deep learning} ∪ {computational
neuroscience}. My goal is to leverage knowledge in both machine learning and brain
learning to build (super?)-human-level intelligent systems that can learn (adaptively
∧
continuously).
My current research focuses on fundamental problems in deep learning. I am particularly
interested
in demystifying the generalization behavior in deep neural networks (e.g., double descent,
expressive capacity of large networks, data and model scaling laws, learning noise,
lottery tickets, out-of-distribution generalization, etc.).
I am also working with Professor Yang Liu on
investigating bias in data and machine. Previously, I
obtained my B.S. in Computer Science and
Engineering at UC Santa
Cruz.
My chinese name is 刘宇豪. My last name, Liu (刘), is pronounced "Leo" but with shorter "[I]" sound.
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