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Michael Kim

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titleconferencedate
Multicalibration: Towards Fair Decision MakingData-Driven Decision Processes Boot Camp 20222022-08-22
Multicalibration requires predictions be calibrated not just overall but simultaneously over a computable class of subpopulations and supplies an algorithmic…
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Evidence-Based RankingsRecent Developments in Research on Fairness 20192019-07-08
Defines domination compatibility and a stronger evidence consistency criterion for rankings, proves that a ranking induced by a C-multi-accurate predictor…
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Tracking and Improving Information in the Service of FairnessBeyond Differential Privacy 20192019-05-06
Paper shows that disparities often come from unequal information content in calibrated risk scores, not from an unavoidable tradeoff between accuracy and…
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Open Data, Networks and the LawPyData Carolinas 20162016-09-14
Court Listener supplies about 3 million opinions and ~30 million citations; a SCOTUS subnetwork of 30,000 SCOTUS cases and 250,000 citations drives the…
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