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Strategic Classification Made Practical
Strategic classification regards the problem of learning in settings whe...
03/02/2021 ∙ by Sagi Levanon, et al. ∙
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Strategic Classification in the Dark
Strategic classification studies the interaction between a classificatio...
02/23/2021 ∙ by Ganesh Ghalme, et al. ∙
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From Predictions to Decisions: Using Lookahead Regularization
Machine learning is a powerful tool for predicting human-related outcome...
06/20/2020 ∙ by Nir Rosenfeld, et al. ∙
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A Kernel of Truth: Determining Rumor Veracity on Twitter by Diffusion Pattern Alone
Recent work in the domain of misinformation detection has leveraged rich...
01/28/2020 ∙ by Aron Szanto, et al. ∙
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Predicting Choice with Set-Dependent Aggregation
Providing users with alternatives to choose from is an essential compone...
06/14/2019 ∙ by Nir Rosenfeld, et al. ∙
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Learning Representations by Humans, for Humans
We propose a new, complementary approach to interpretability, in which m...
05/29/2019 ∙ by Sophie Hilgard, et al. ∙
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