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Research Interests:
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Biography
I received a B.S.E. degree in Electrical Engineering with a minor in Economics in 2008, and an M.S. degree in Communication Engineering in 2010, both from National Taiwan University. I served in the R.O.C. Army as a signal platoon leader from 2010 to 2011. I was a research assistant at the Research Center for Information Technology Innovation, Academia Sinica, from 2011 to 2012. Since 2012, I have been a doctoral assistant at EPFL, advised by Prof. Volkan Cevher. My research topics revolve around high-dimensional statistical data analysis. Yen-Huan was a PhD student at LIONS from September 2013 to August 2018. His PhD theses entitled Learning without Smoothness and Strong Convexity was supervised by Professor Cevher
Publications with LIONS (most recent)
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Guidelines for the use and interpretation of assays for monitoring autophagy (4th edition)
Autophagy. 2021-01-01. Vol. 17, num. 1, p. 1-382. DOI : 10.1080/15548627.2020.1797280.Convergence of the Exponentiated Gradient Method with Armijo Line Search
Journal of Optimization Theory and Applications. 2019. Vol. 181, p. 588–607. DOI : 10.1007/s10957-018-1428-9.Learning without Smoothness and Strong Convexity
Lausanne, EPFL, 2018.Learning-Based Compressive MRI
IEEE Transactions On Medical Imaging. 2018. Vol. 37, num. 6, p. 1394-1406. DOI : 10.1109/TMI.2018.2832540.Learning-based subsampling
US10082551; US2017109650.
2017.