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Connections between Replicability, Privacy, and Perfect Generalization

Connections between Replicability, Privacy, and Perfect Generalization
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Marco gaboardiSatchit sivakumarMax hopkinsRussell impagliazzoMark bunJessica sorrellToniann pitassiRex leiPostdoctora researcherMachine learning theoryTheoretical computer

How We Made AI As Racist and Sexist As Humans

AI influences everything from hiring decisions to loan approvals. Too bad it's as biased as we are

South africaSan franciscoUnited statesUniversity of southern californiaBritish columbiaFrance generalHong kongGal gadotMargaret trudeauKathryn humeYoshua bengioCristian fowlieChristopher plummerGraham taylorToniann pitassiKelly hannah moffat

Four Columbians Elected to the National Academy of Sciences

Computer scientists Alfred Aho and Toniann Pitassi, mathematician Michael Harris, and sociologist Mario Small join this year’s class of new members.

Michael harrisAlfred ahoToniann pitassiKim martineauNational academy of sciencesMario smallNational academyLawrence gussman professor emeritusDavid ullmanTuring awardColumbia engineeringBell labsMathematics without apologiesSilicon reckonerBrenda bleustein professorQuetelet professor