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Poster
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Fair Bayes-Optimal Classifiers Under Predictive Parity
Xianli Zeng · Edgar Dobriban · Guang Cheng
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Workshop
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Computing the Bayes-optimal classifier and exact maximum likelihood estimator with a semi-realistic generative model for jet physics
Kyle Cranmer · Matthew Drnevich · Lauren Greenspan · Sebastian Macaluso · Duccio Pappadopulo
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Poster
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Tue 9:00
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Optimal Transport of Classifiers to Fairness
Maarten Buyl · Tijl De Bie
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Poster
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Wed 9:00
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Optimal Efficiency-Envy Trade-Off via Optimal Transport
Steven Yin · Christian Kroer
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Poster
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Tue 14:00
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Diversified Recommendations for Agents with Adaptive Preferences
William Brown · Arpit Agarwal
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Poster
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Wed 9:00
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On Margins and Generalisation for Voting Classifiers
Felix Biggs · Valentina Zantedeschi · Benjamin Guedj
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Poster
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Probing Classifiers are Unreliable for Concept Removal and Detection
Abhinav Kumar · Chenhao Tan · Amit Sharma
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Workshop
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Toward Fair and Robust Optimal Treatment Regimes
Kwangho Kim · Jose Zubizarreta
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Poster
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Wed 14:00
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Fair and Optimal Decision Trees: A Dynamic Programming Approach
Jacobus van der Linden · Mathijs de Weerdt · Emir Demirović
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Poster
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Tue 9:00
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Optimal Binary Classification Beyond Accuracy
Shashank Singh · Justin Khim
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Poster
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Thu 14:00
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The price of unfairness in linear bandits with biased feedback
Solenne Gaucher · Alexandra Carpentier · Christophe Giraud
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Workshop
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Minimax Optimal Fair Regression under Linear Model
Kazuto Fukuchi · Jun Sakuma
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