This is by far the best explanation available on the internet for Gaussian processes regression. Thank you for this video.
@enochkan43123 жыл бұрын
this is so underrated
@shahidafridi5283 жыл бұрын
Markov's inequality is written incorrectly.
@jatinbatra81358 ай бұрын
Indeed. It's probably too easy so he missed it. Happens!:)
@kailinliu28833 жыл бұрын
Shuheng, Nonlinear Shrinkage Estimation
@RumberoEuropeo4 жыл бұрын
The entire course of six lectures is a helpful preview of the book "Concentration Inequalities" by Boucheron, Lugosi and Massart.
@rustydespain4 жыл бұрын
You Are way offThe firmament it’s only about100 km above us a glass Glass glass barrier and it’s not curving over us like that and a cake dish but it’s curving the other way it’s spear we’re inside the universe comfortably protected heaven is at the center on the other side of the firmament the moon the sun on their own spears we’re having is heaven is the center of the universe and it’s not that far away everything is very close
@minglee51644 жыл бұрын
Great tutorial
@abhimathews6 жыл бұрын
Possibly the best lecture on the topic of GPR I have ever seen. Thank you for sharing this video.
@mehdimashayekhi16756 жыл бұрын
Awesome lecture regarding GPs, would have been very helpful to have the code as well
@chandreshmaurya81026 жыл бұрын
see the same here with better audio videolectures.net/mlss2012_lugosi_concentration_inequalities/
@christianfernandez73856 жыл бұрын
hello, what kind of metrica can i use for an autoencoder??
@user-or7ji5hv8y6 жыл бұрын
This is the best explanation on Gaussian Process. I wish I had such clarity of instruction earlier.
@almansteuerneintreiben18227 жыл бұрын
The screen flickering is really annoying.
@harshverma64256 жыл бұрын
He was just trying to mimic a heart beating.
@alexmathai19986 жыл бұрын
Hilarious man !
@dizgil68817 ай бұрын
its from 2011... basically pre historic at this point
@atticus_foust7 жыл бұрын
wow... this is summer school? This is taught better than my regular semester of school.
@paulburger99045 жыл бұрын
It has to be. It's for the people that struggled.
@shaikhtanvirhossain57178 жыл бұрын
Million thanks to ML talks
@shaikhtanvirhossain57178 жыл бұрын
Aswesome Stuffs...was amazed to find such a good lecture for Concentration inequalities
@AhmedKachkach8 жыл бұрын
*Great* easy to follow lecture. Always struggled with understanding some of the basics of Gaussian Processes, learned so much from this video. Thanks for sharing this!
@taolin13108 жыл бұрын
Genius idea!
@farinaz36209 жыл бұрын
do you have some lectures regarding applications of efron-stein ineuality...for example bin packing problem and longest common subsequence?please reply me
@黄健华-s5t9 жыл бұрын
Nice explanation
@miladramezankhani47029 жыл бұрын
The examples you provided really help me to understand Gaussian Process properly. Thanks
@jasonf18829 жыл бұрын
This is a good video for someone in an advanced machine learning course. I wish the video quality was better though -- it's hard to hear & it flickers quite a bit...
@zaino7710 жыл бұрын
Best intuitive explanation of GP I've come across. Thanks for finally consolidating my foggy intuition and making it clear!