Note: This is a Paper Reading for Philip Guo’s famous book “The Ph.D. Grind: A Ph.D. Student Memoir.” Main Strategies Be careful when choosing advisors and collaborators. Consider the background and

Linear Regression Linear regression is a fundamental statistical model used in statistics and supervised machine learning. It establishes a linear relationship between a scalar response and one or mor

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AbstractThe following is a polished version of a conversation with Prof. Robert Xiao on the confluence of Programming Languages, Software Engineering, and Human-Computer Interaction (HCI) for research

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Despite the intuitive appeal of variational autoencoders (VAEs), their underlying principles can be elusive. After extensive research across papers and online resources, I will summarize the core insi

If you deprive yourself of outsourcing and your competitors do not, you’re putting yourself out of business.Lee Kuan Yew Do the high-level, high-value requirements, analysis, and design work in an

Panel Session 2: “Research in industry vs. academia”Problem Focus & Recognition Industry tends to focus on concrete problems. In academia, broader issues are often addressed. Authorship and credi