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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)
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.