CS861: Theoretical Foundations of Machine Learning Lecture 22 – 10/25/2023 University of Wisconsin–Madison, Fall 2023 Lecture 22: Online learning, The experts problem Lecturer: Kirthevasan Kandasamy Scribed by: Xinyan Wang, Zhifeng Chen Disclaimer: These notes have not been subjected to the usual scrutiny reserved for formal publications. They may be distributed outside this class only with […]

CS861: Theoretical Foundations of Machine Learning Lecture 16 – 10/11/2023 University of Wisconsin–Madison, Fall 2023 Lecture 16: Lower bounds for prediction problems, Stochastic Bandits Lecturer: Kirthevasan Kandasamy Scribed by: Ransheng Guan, Haoran Xiong Disclaimer: These notes have not been subjected to the usual scrutiny reserved for formal publications. They may be distributed outside this class

CS861: Theoretical Foundations of Machine Learning Lecture 23 – 10/27/2023 University of Wisconsin–Madison, Fall 2023 Lecture 23: Experts problem (continued), Adversarial bandits Lecturer: Kirthevasan Kandasamy Scribed by: Congwei Yang and Bo-Hsun Chen Disclaimer: These notes have not been subjected to the usual scrutiny reserved for formal publications. They may be distributed outside this class only