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hello and welcome everyone today well talk about a paper about almost optimal distribution-free contacting by Professor nadalba shooting so this is the walkthrough of the topics that well talk about it today well first introduce the model and the problem that we want to solve then well go through some notations that will use them throughout the video then Ill go through a preliminaries Works in this area then well go to the algorithm and then well prove its correctness the proof will divide into two sections the algorithm path for K counter functions and the algorithm path for Epsilon far functions later we obviously will explain in details what does it mean to be a Honda function or a Epsilon file from any Kunta function hey then well go through the query complexity and then well talk here a little bit about open problems in this area and well conclude and finish this tutorial okay so this is the classic Model so we have ebony binary function that we dont know what is the