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Own work when the subject of algorithmic fairness for privacy is not frontpage news. Today we are going to speak to the two leading lights in area they will help us understand what the state of the art is that what the state of the art will be going forward. With that i think we will welcome professor Michael Kearns first to the stage. Is that right . Great. Michael and erin, welcome to the stage. [applause] ok, good morning. Thanks to everyone for coming. My name is Michael Kearns and with my close friend and colleague aaron roth we have coauthored a book, a general artist book called the eth...

Talk about their book the ethical algorithm. I think a day does not go by in the news or otherwise or in our own work when the subject of algorithmic fairness or privacy is not frontpage news. Today were going to speak to the two leading lights in that area and theyre going to help us understand whatthe stateoftheart is now and what the stateoftheart will be going forward. With that, i think we will welcome Michael Kearns first to the stage. Michael kearns andaaron roth, welcome to the stage. [applause] good morning, thanks to everyone for coming. My name is Michael Kearns and with my close fr...

Welcome. Welcome to the Keystone Strategy transformative ideas lectureseries. Were lucky today to be hosted with cspan2. A couple housekeeping notes. When we get to q a there are microphones so raise your hand and the microphone will come to you and then the questions will be captured. So today we are extremely lucky to have Michael Behrens and erin ross, both from the university of pennsylvania here to talk about their book the ethical algorithm. I think a day does not go by in the news or otherwise or in our own work when the subject of algorithmic fairness or privacy is not frontpage news. ...

Our relations there youre probably seeing more and more sanctions i heard that. Mr menendez. Used to songs as opposed to a you know advocating for sanctions saying that the russian people are suffering from the all the garlic so thats something altogether new for us but we have 0 doubt that dollar drum is insincere. That he understands that the u. S. Will only benefit from good relations with russia as for ukraine i didnt really get your question could you please repeat. The strain and that the impeachment process has points on the ukrainian us relationship what sort of lab ridge do you think ...

With santa rosa with that part bad news. Oh, goodness. Of the story. Thank you, michael. Sure. Get ready, we can add wayne. Reporter good evening. It has been a long 100hour another food to the list of food and drink items getting the countdown to uncertainty. Pumpkin spice treatment. Pg e first notified people that how about, wait for it, yes, this might happen on friday afternoon. This, Pumpkin Spice spam. The good news is that so far the no. Im with you on that. Shutdown has not happened. They are making the flavored version of the Product Available in the north bay its been hot and dry, bu...