A nice resource on optimization with a focus on convex optimization -
https://m.youtube.com/playlist?list=PLXsmhnDvpjORzPelSDs0LSDrfJcqyLlZc
Monday, October 18, 2021
Sunday, October 10, 2021
Back to optimization. We will lay down some of the foundations and discuss when a function is bounded https://drive.google.com/file/d/15gz6KizutYMlzTheTE8HymFHtDar7jHE/view?usp=sharing
Monday, August 23, 2021
Today Samuel Ackerman spoke on "statistically determining which model to choose by comparing performance over cross-validation runs". Details are on his blog - https://www.research.ibm.com/haifa/dept/vst/ML-QA.shtml
Sunday, July 25, 2021
We will cover Baysian parameter estimate see link - https://drive.google.com/file/d/1KJiJvbawe-E5NCl1-1dcJchbPCRDGD9p/view?usp=sharing
Sunday, July 11, 2021
Recording of meeting on the continuous version of the Bayes rule - https://www.youtube.com/watch?v=vH4EP6CYNzc&list=PLC7m9qp0Q1Ye3Fwnooz2k5xh0p5eD1s4k&index=42
We will continue the discussion of Independence in BN and start discussing causation https://drive.google.com/file/d/1B5rpb2_cOkXJl-Iuo2R0pre0iWKS5snp/view?usp=sharing
Sunday, July 4, 2021
How do we apply Bayes rule in the continuous case? - https://drive.google.com/file/d/13G-c_fzXs_qcEpbY7hBU8KcwesNAI_Kd/view?usp=sharing
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