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个人简介
In my research, I develop more efficient algorithms for ML, with a focus on developing solutions that are both theoretically efficient and practically effective. Recently, I've been working on efficient ML architectures that scale sub-quadratically in sequence length and model dimension, and hardware-aware systems algorithms to translate these theoretical gains to practical savings. I'm also excited to apply these algorithms to new scientific and medical applications.
研究兴趣
论文共 24 篇作者统计合作学者相似作者
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Daniel Y. Fu,Simran Arora, Jessica Grogan,Isys Johnson,Sabri Eyuboglu,Armin W. Thomas, Benjamin Spector,Michael Poli,Atri Rudra,Christopher Ré
Stefano Massaroli,Michael Poli,Daniel Y. Fu, Hermann Kumbong,Rom N. Parnichkun, Aman Timalsina,David W. Romero,Quinn McIntyre,Beidi Chen,Atri Rudra,Ce Zhang,Christopher Re,
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AAAI Workshop on Artificial Intelligence with Biased or Scarce Data (AIBSD) (2022)
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