ACKNOWLEDGMENTS

Over my many years in the business, a number of people have been influential in my thinking on machine learning (ML) and statistical issues. I’ll just mention a few.

First, I learn as much from my research students as they learn from me. I cite, in particular, those who have recently done ML work with me or have otherwise interacted with me on ML: Vishal Chakraborty, Yu-Shih Chen, Xi Cheng, Melissa Goh, Rongkui Han, Lan Jiang, Tiffany Jiang, Collin Kennedy, Kenneth Lee, Pooja Rajkumar, Ariel Shin, Robert Tucker, Bochao Xin, Wenxi Zhang, and especially Zhiyuan (Daniel) Guo, Noah Perry, Robin Yancey, and Wenxuan (Allan) Zhao. It has also been quite stimulating to collaborate on ML issues with Bohdan Khomtchouk (University of Chicago), ...

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