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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. ...

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You know what teeth wholistic if they think that. Free thinking. Honest their fiduciary fat white predicament she must. Sherman that is our house. After 100 years the ideals of the bond house are more relevant today than they were that the horse for 100 years ago about house reimagine the future and the event how can we learn we live in truth posts a fact the bounce house influence is everywhere. Set out to formulate a language of design that was universe. Thats the other thing is that everything has an ideal high its an ideal size and thats what optimize its utility but not you know they want...

You know what team if holistic aesthetic that. Free thinking. Honest revolutionary values radical fast. That is about house. After 100 years the ideals of the bar house are more relevant today than they were the spa horse for 100 years ago about house reimagine the future under the lever how we learn how do we live in truth of house and back the boat house influence is everywhere. To our house set out to formulate a language of design that was universal it would be that serves as a list that everything has an ideal high its an ideal size and thats what optimizers its utility but not in the way...