We will discuss how  the concept of boosting  is expressed in PAC learning.  link

Here is the recording of the first kernel meeting - https://www.youtube.com/watch?v=vS8BrpiIpEw&list=PLC7m9qp0Q1Ye3Fwnooz2k5xh0p5eD1s4k&index=31&ab_channel=MLworkshop

This week we'll discuss kernels.   Here is the link - https://drive.google.com/file/d/1dNmtPlU4wMLxZOKXdh_Hna5e0P7KtvpO/view?usp=sharing

Evolutionally stable strategies recording - https://www.youtube.com/watch?v=-ER1guIwvb0&list=PLC7m9qp0Q1Ye3Fwnooz2k5xh0p5eD1s4k&index=29&ab_channel=MLworkshop 

We will discuss the notion of evolution stable strategies.  This will setup the ground to connect game theory and evolution algorithms.  https://drive.google.com/file/d/1LFb8loA876s_c3uWgciLvZl4KEjIOtHL/view?usp=sharing

In the context of reinforcement learning we will show that a specific scheme of Monte Carlo control is monotonic if Q(a, pi) is well estimated by the exploration stage.  https://drive.google.com/file/d/11Aa92Mr3nMF1Gxa5r0kIiHfg-9wn_rkI/view?usp=sharing

The curse of high dimensions recording - 

https://www.youtube.com/watch?v=VaX7BHGvnXE&list=PLC7m9qp0Q1Ye3Fwnooz2k5xh0p5eD1s4k&index=28&ab_channel=MLworkshop