Yifang Chen 陈一方
About meI am currently a third year Ph.D student in computer science and engineering from University of Washington. I am very fortunate to be advised by Prof. Kevin Jamieson and Prof. Simon Shaolei Du. My general research interests lie in designing practical and adaptive machine learning algorithms with strong theoretical guarantees. One of my main focus is on corrupted and nonstationary online decision setting. Recently I am growing my interest in applying active learning techinques in large-scale deep learning models to improve the training efficiency. Particularly, I am interested in how recent developments in representation learning effect the active learning. I am also interested in applying interactive learning algorithms for scientific studies like healthcare, quantum computing and economics. Prior to starting my PhD study, I did my master and undergrad in electrical engineering from Unversity of Southern California advised by Prof. Haipeng Luo. I want to specially thank him as well as my colleague Chen-Yu Wei, who led me into the world of learning theory from nowhere. ResearchMy research interests include
Representative publications (reverse chronological)
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