Wednesday, July 29, 2020

You may be interested in following this IBM Haifa research Facebook page -  link
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Monday, July 20, 2020

Recording of today's ML study group on model complexity intuition.
https://www.youtube.com/watch?v=MjMveVKXW2o&list=PLC7m9qp0Q1Ye3Fwnooz2k5xh0p5eD1s4k&index=22

MonteCarlo presentation by Guy Barash is available here:
https://www.youtube.com/watch?v=YkfOC76tYoQ&list=PLC7m9qp0Q1Ye3Fwnooz2k5xh0p5eD1s4k&index=20

ML basics by Eyal Gomel is available here:
https://www.youtube.com/watch?v=Rz24U0mnLow&list=PLC7m9qp0Q1Ye3Fwnooz2k5xh0p5eD1s4k&index=21
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Sunday, July 19, 2020

I'll show a case where increased complexity does not reduce precision https://colab.research.google.com/drive/1WHIbyc2oRNEo0AaFhtLTwEdKzCSl8EO6#scrollTo=dNkV9SR7EJUM&line=165&uniqifier=1
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Sunday, July 12, 2020

We'll how to do polynomial regression using linear regression https://drive.google.com/file/d/12V1hmPVhdKIe9nL27QaFE-IveCs0NJmk/view?usp=sharing 
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Sunday, July 5, 2020

PAC learning (continued) https://drive.google.com/file/d/1b0tPRlmys3GHx4a8kEB1Qq65QYBUQa9m/view?usp=sharing
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Wednesday, July 1, 2020

Union bound meeting recording  https://www.youtube.com/watch?v=mKcuT7r5SQg&list=PLC7m9qp0Q1Ye3Fwnooz2k5xh0p5eD1s4k&index=19
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  Our next ML study group meeting will take place on Monday the 8 th  of October.   I'll cover the contraction theorem.   See relevant s...

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    Continuing with features engineering.   Going to present orthogonal matching - https://drive.google.com/open?id=1UNykdybhGXuZ0ZDYBURYTyNB4H4...
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    Ml crash directory Are you familiar with regression - https://m.youtube.com/watch?v=aq8VU5KLmkY ?  One way to view Ml is regression on ster...
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     Guy's BN example can be also found in GIT -  link