Bringing powerful machine-learning systems to daily-life devices | Director: Dr. Yingyan Lin | GaTech CS | #ML #hardware #accelerators #greenAI
Atlanta, GA
Joined July 2022
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Efficient and Intelligent Computing Lab retweeted
Racism directed at any group of people is unacceptable. This time, it targets Chinese students; next time, it could be another. Generalizing the (assumed) behavior of one individual to an entire group is neither professional nor scholarly.
Thank you @jeffdean for speaking up!
Efficient and Intelligent Computing Lab retweeted
Awesome website summarizing our latest TMLR paper demonstrating how deep networks pruning can be easily explained/visualized and improved simply by formulating it in terms of the DN's spline partition!
Paper: arxiv.org/abs/2101.02338
Code: github.com/GATECH-EIC/Spline…
Efficient and Intelligent Computing Lab retweeted
Happy to share our accepted @TmlrSub with @eiclab about deep network (DN) pruning from an affine spline perspective!
In short, pruning removes/projects the DN partition boundaries (nice avenues to theoretically understand/improve pruning)
openreview.net/forum?id=bMar…
Some insights ⬇️
